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Forex Signals Reddit: top providers review (part 1)

Forex Signals Reddit: top providers review (part 1)

Forex Signals - TOP Best Services. Checked!

To invest in the financial markets, we must acquire good tools that help us carry out our operations in the best possible way. In this sense, we always talk about the importance of brokers, however, signal systems must also be taken into account.
The platforms that offer signals to invest in forex provide us with alerts that will help us in a significant way to be able to carry out successful operations.
For this reason, we are going to tell you about the importance of these alerts in relation to the trading we carry out, because, without a doubt, this type of system will provide us with very good information to invest at the right time and in the best assets in the different markets. financial
Within this context, we will focus on Forex signals, since it is the most important market in the world, since in it, multiple transactions are carried out on a daily basis, hence the importance of having an alert system that offers us all the necessary data to invest in currencies.
Also, as we all already know, cryptocurrencies have become a very popular alternative to investing in traditional currencies. Therefore, some trading services/tools have emerged that help us to carry out successful operations in this particular market.
In the following points, we will detail everything you need to know to start operating in the financial markets using trading signals: what are signals, how do they work, because they are a very powerful help, etc. Let's go there!

What are Forex Trading Signals?

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Before explaining the importance of Forex signals, let's start by making a small note so that we know what exactly these alerts are.
Thus, we will know that the signals on the currency market are received by traders to know all the information that concerns Forex, both for assets and for the market itself.
These alerts allow us to know the movements that occur in the Forex market and the changes that occur in the different currency pairs. But the great advantage that this type of system gives us is that they provide us with the necessary information, to know when is the right time to carry out our investments.
In other words, through these signals, we will know the opportunities that are presented in the market and we will be able to carry out operations that can become quite profitable.
Profitability is precisely another of the fundamental aspects that must be taken into account when we talk about Forex signals since the vast majority of these alerts offer fairly reliable data on assets. Similarly, these signals can also provide us with recommendations or advice to make our operations more successful.

»Purpose: predict movements to carry out Profitable Operations

In short, Forex signal systems aim to predict the behavior that the different assets that are in the market will present and this is achieved thanks to new technologies, the creation of specialized software, and of course, the work of financial experts.
In addition, it must also be borne in mind that the reliability of these alerts largely lies in the fact that they are prepared by financial professionals. So they turn out to be a perfect tool so that our investments can bring us a greater number of benefits.

The best signal services today

We are going to tell you about the 3 main alert system services that we currently have on the market. There are many more, but I can assure these are not scams and are reliable. Of course, not 100% of trades will be a winner, so please make sure you apply proper money management and risk management system.

1. 1000pipbuilder (top choice)

Fast track your success and follow the high-performance Forex signals from 1000pip Builder. These Forex signals are rated 5 stars on Investing.com, so you can follow every signal with confidence. All signals are sent by a professional trader with over 10 years investment experience. This is a unique opportunity to see with your own eyes how a professional Forex trader trades the markets.
The 1000pip Builder Membership is ordinarily a signal service for Forex trading. You will get all the facts you need to successfully comply with the trading signals, set your stop loss and take earnings as well as additional techniques and techniques!
You will get easy to use trading indicators for Forex Trades, including your entry, stop loss and take profit. Overall, the earnings target per months is 350 Pips, depending on your funding this can be a high profit per month! (In fact, there is by no means a guarantee, but the past months had been all between 600 – 1000 Pips).
>>>Know more about 1000pipbuilder
Your 1000pip builder membership gives you all in hand you want to start trading Forex with success. Read the directions and wait for the first signals. You can trade them inside your demo account first, so you can take a look at the performance before you make investments real money!
Features:
  • Free Trial
  • Forex signals sent by email and SMS
  • Entry price, take profit and stop loss provided
  • Suitable for all time zones (signals sent over 24 hours)
  • MyFXBook verified performance
  • 10 years of investment experience
  • Target 300-400 pips per month
Pricing:
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VISIT 1000ipbuilder here

2. DDMarkets

Digital Derivatives Markets (DDMarkets) have been providing trade alert offerings since May 2014 - fully documenting their change ideas in an open and transparent manner.
September 2020 performance report for DD Markets.
Their manner is simple: carry out extensive research, share their evaluation and then deliver a trading sign when triggered. Once issued, daily updates on the trade are despatched to members via email.
It's essential to note that DDMarkets do not tolerate floating in an open drawdown in an effort to earnings at any cost - a common method used by less professional providers to 'fudge' performance statistics.
Verified Statistics: Not independently verified.
Price: plans from $74.40 per month.
Year Founded: 2014
Suitable for Beginners: Yes, (includes handy to follow trade analysis)
VISIT
-------

3. JKonFX

If you are looking or a forex signal service with a reliable (and profitable) music record you can't go previous Joel Kruger and the team at JKonFX.
Trading performance file for JKonFX.
Joel has delivered a reputable +59.18% journal performance for 2016, imparting real-time technical and fundamental insights, in an extremely obvious manner, to their 30,000+ subscriber base. Considered a low-frequency trader, alerts are only a small phase of the overall JKonFX subscription. If you're searching for hundreds of signals, you may want to consider other options.
Verified Statistics: Not independently verified.
Price: plans from $30 per month.
Year Founded: 2014
Suitable for Beginners: Yes, (includes convenient to follow videos updates).
VISIT

The importance of signals to invest in Forex

Once we have known what Forex signals are, we must comment on the importance of these alerts in relation to our operations.
As we have already told you in the previous paragraph, having a system of signals to be able to invest is quite advantageous, since, through these alerts, we will obtain quality information so that our operations end up being a true success.

»Use of signals for beginners and experts

In this sense, we have to say that one of the main advantages of Forex signals is that they can be used by both beginners and trading professionals.
As many as others can benefit from using a trading signal system because the more information and resources we have in our hands. The greater probability of success we will have. Let's see how beginners and experts can take advantage of alerts:
  • Beginners: for inexperienced these alerts become even more important since they will thus have an additional tool that will guide them to carry out all operations in the Forex market.
  • Professionals: In the same way, professionals are also recommended to make use of these alerts, so they have adequate information to continue bringing their investments to fruition.
Now that we know that both beginners and experts can use forex signals to invest, let's see what other advantages they have.

»Trading automation

When we dedicate ourselves to working in the financial world, none of us can spend 24 hours in front of the computer waiting to perform the perfect operation, it is impossible.
That is why Forex signals are important, because, in order to carry out our investments, all we will have to do is wait for those signals to arrive, be attentive to all the alerts we receive, and thus, operate at the right time according to the opportunities that have arisen.
It is fantastic to have a tool like this one that makes our work easier in this regard.

»Carry out profitable Forex operations

These signals are also important, because the vast majority of them are usually quite profitable, for this reason, we must get an alert system that provides us with accurate information so that our operations can bring us great benefits.
But in addition, these Forex signals have an added value and that is that they are very easy to understand, therefore, we will have a very useful tool at hand that will not be complicated and will end up being a very beneficial weapon for us.

»Decision support analysis

A system of currency market signals is also very important because it will help us to make our subsequent decisions.
We cannot forget that, to carry out any type of operation in this market, previously, we must meditate well and know the exact moment when we will know that our investments are going to bring us profits .
Therefore, all the information provided by these alerts will be a fantastic basis for future operations that we are going to carry out.

»Trading Signals made by professionals

Finally, we have to recall the idea that these signals are made by the best professionals. Financial experts who know perfectly how to analyze the movements that occur in the market and changes in prices.
Hence the importance of alerts, since they are very reliable and are presented as a necessary tool to operate in Forex and that our operations are as profitable as possible.

What should a signal provider be like?

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As you have seen, Forex signal systems are really important for our operations to bring us many benefits. For this reason, at present, there are multiple platforms that offer us these financial services so that investing in currencies is very simple and fast.
Before telling you about the main services that we currently have available in the market, it is recommended that you know what are the main characteristics that a good signal provider should have, so that, at the time of your choice, you are clear that you have selected one of the best systems.

»Must send us information on the main currency pairs

In this sense, one of the first things we have to comment on is that a good signal provider, at a minimum, must send us alerts that offer us information about the 6 main currencies, in this case, we refer to the euro, dollar, The pound, the yen, the Swiss franc, and the Canadian dollar.
Of course, the data you provide us will be related to the pairs that make up all these currencies. Although we can also find systems that offer us information about other minorities, but as we have said, at a minimum, we must know these 6.

»Trading tools to operate better

Likewise, signal providers must also provide us with a large number of tools so that we can learn more about the Forex market.
We refer, for example, to technical analysis above all, which will help us to develop our own strategies to be able to operate in this market.
These analyzes are always prepared by professionals and study, mainly, the assets that we have available to invest.

»Different Forex signals reception channels

They must also make available to us different ways through which they will send us the Forex signals, the usual thing is that we can acquire them through the platform's website, or by a text message and even through our email.
In addition, it is recommended that the signal system we choose sends us a large number of alerts throughout the day, in order to have a wide range of possibilities.

»Free account and customer service

Other aspects that we must take into account to choose a good signal provider is whether we have the option of receiving, for a limited time, alerts for free or the profitability of the signals they emit to us.
Similarly, a final aspect that we must emphasize is that a good signal system must also have excellent customer service, which is available to us 24 hours a day and that we can contact them at through an email, a phone number, or a live chat, for greater immediacy.
Well, having said all this, in our last section we are going to tell you which are the best services currently on the market. That is, the most suitable Forex signal platforms to be able to work with them and carry out good operations. In this case, we will talk about ForexPro Signals, 365 Signals and Binary Signals.

Forex Signals Reddit: conclusion

To be able to invest properly in the Forex market, it is convenient that we get a signal system that provides us with all the necessary information about this market. It must be remembered that Forex is a very volatile market and therefore, many movements tend to occur quickly.
Asset prices can change in a matter of seconds, hence the importance of having a system that helps us analyze the market and thus know, what is the right time for us to start operating.
Therefore, although there are currently many signal systems that can offer us good services, the three that we have mentioned above are the ones that are best valued by users, which is why they are the best signal providers that we can choose to carry out. our investments.
Most of these alerts are quite profitable and in addition, these systems usually emit a large number of signals per day with full guarantees. For all this, SignalsForexPro, Signals365, or SignalsBinary are presented as fundamental tools so that we can obtain a greater number of benefits when we carry out our operations in the currency market.
submitted by kayakero to makemoneyforexreddit [link] [comments]

Forex Trading Strategies Reddit: What you need to know to start Forex trading.

Forex Trading Strategies Reddit: What you need to know to start Forex trading.

FOREX Strategies

What are FOREX Strategies?
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You may have noticed that most of people confuse the terminology and refer to FOREX Strategies in the wrong way. There are methodologies, systems, strategies, and techniques. The most effective methodology is Price Language (Trend Tracking). Combined with a correct reading of mass psychology presented by the charts.
We know that in the Stock Markets there are thousands of strategies. FOREX, like the rest of the markets, presents you with the opportunity to apply similar strategies to win consistently. Taking advantage of repetitive psychological patterns.
First, the Price Language methodology has created great fortunes in FOREX, and the next fortune may be yours. But this methodology must be implemented within a framework of advanced concepts of Markets. Without forgetting the basics. And working hard day by day.
Second, a strategy is a set of parameters and techniques that together give you the advantage to act in any situation. Thus for example in war, generals have attack strategies and counterattack strategies.
FOREX strategies alike are entry strategies and exit strategies. All beginners should know these FOREX strategies for beginners. That way you will get a general idea of ​​the game and understand that trading is a war against the Market and its Specialists. Only applying FOREX strategies revealed by the same Specialists and using their own techniques,
... you can survive in this war.
Do not fall into the trap of the many "systems" and "methods" that are offered on the internet about operating in the FOREX Market. They just don't work in the long run. They are strategies based on indicators for the most part. Using rigid parameters. That if they can work and give profitability during a certain period of time, they will always reach a breaking point when the market changes its dynamics.
Instead, take advantage of your precious time and learn the Language of Price or Price Action.
The Language methodology will allow you to adapt to each new phase of the Market. If you combine this knowledge with the appropriate psychological concepts, you can live comfortably from speculation in FOREX.

Forex Trading Strategies Reddit - Basic FOREX Strategies

You have two basic FOREX strategies, one entry, and one exit. Both follow a general strategy that helps you capitalize on the collective behaviors of the Market. That is, of the total of participating speculators.
This behavior causes the formation of cycles that repeat over and over again. Driven by the basic emotions (uncertainty, greed, and panic) of the speculators involved that can be taken advantage of with the aforementioned FOREX strategies. Specialists identify these emotions in the order flow and capitalize on these events every hour, every day, and every month.
Basic FOREX Strategies - The Price Cycle
These repetitive cycles consist of 4 phases:
  1. Accumulation
  2. Upward trend
  3. Distribution
  4. Downward trend
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The two trends can be easily identified by their notorious breakdown. And the two areas of uncertainty (accumulation and distribution), due to their notorious range trajectories.
This general behavior determines the core of our FOREX strategies.
You buy when the price of a pair has broken and has come out of one of its congestion formations (accumulation or distribution). You implement one of the Forex strategies, in this case, the entry one.
The multi-time technique will help you find the point of least risk when entering your initial buy or sell order. In the same way and using the same strategy but this time to close your position, the multiple timing technique will also show you how to close your operation obtaining the highest possible profit.
The most consistent way to extract profits in the market is by trading the start of trends within a cycle . Once confirmed by their respective breaks from the areas of uncertainty. This is the mother of all FOREX strategies . And in a market that operates 24 hours, we have more frequent cycles and therefore more opportunities.

Forex Trading Strategies Reddit - Advanced Forex Strategies

There are many advanced FOREX strategies that are generally used by professional speculators working for large financial firms.
Among these firms are banks, Investment Fund managers and Hedge Fund managers. The latter is an investment modality similar to Investment Funds, with the difference that Hedge Funds use more complex investment strategies. Its operations are more oriented to aggressive speculations in the short and medium-term.
Among the most common strategies is hedging (hedging), carry trade, automated systems based on quantum mathematics. And a large number of combinations between the different option strategies.

The Carry Trade

The central idea of ​​Carry Trade is to buy a pair in which the base currency has a considerably higher interest rate than the quoted currency. To earn the difference in rates regardless of whether the price of the pair rises or falls.
Suppose we buy a $ 100,000 lot of AUDJPY, which according to the rates on the chart would turn out to be the ideal instrument in this example to use the Forex carry trade strategy.
As our capital is in US dollars we have to assume for our example, the following quotes necessary to perform the place calculations:
AUD / JPY = 80.00 USD / JPY = 85.00
What happens internally in your broker is this.
  1. By placing as collateral $ 1,000 of your $ 50,000 of capital (assumed for this example), deposited in your account, you have access to $ 100,000 virtual (this is what is known as leverage); that is, you put in $ 1,000 and your broker lends you 99,000.
  2. With those $ 100,000 virtual dollars, your broker borrows on your behalf ¥ 8,500,000 Japanese yen (85 × 100,000) at 0.1% annual interest from a Japanese bank.
  3. With those ¥ 8,500,000 Japanese yen, your broker buys A $ 106,250 Australian dollars (8,500,000 / 80) and deposits it in an Australian bank where it receives 4.5% annual interest on your behalf.
  4. One year later (and regardless of the profit or loss generated by the pair's movement), your profit will be the difference between the AUD rate and the JPY rate, that is:
Profit = (AUD rate) - (JPY rate) - (costs of the 2 currency exchanges) Profit = (4.5%) - (0.1%) - (0.1% to 1%)
The great advantage of carry trade FOREX strategies is that this percentage profit is applied to the $ 100,000 of the standard lot; the broker transfers all of the profit to you, even if you only contributed $ 1,000. On the other hand, if you carry out the inverse of this operation, this benefit of the Forex carry trade becomes a cost (swap), and you assume it completely.
Remember that FOREX carry trade strategies are recommended for pairs with considerable interest rate differences, such as the one we have just seen in our example.
These FOREX strategies should also not be used in isolation. The idea is that through technical analysis you identify when would be the ideal time to enter the market using your carry trade Forex strategy and multiply your profits considerably.

What FOREX Strategies Do Hedge Funds Use?

The FOREX strategies used by large fund managers do not constitute an advantage in terms of percentage results for them, nor do they constitute a competitive disadvantage for you.
The vast majority of them fail because of their big egos. In fact, there was a firm made up of great financial geniuses, including 2 winners of the Nobel Prize in Economics, who developed a strategy based on quantum mathematical calculations.
With an initial base capital of about 3 billion dollars, and after 3 successful years obtaining annual returns of over 40%, the firm Long-Term Capital Management, begins its fourth year with losses. To counteract these losses the geniuses decide to multiply the initial capital several times, while the losses continued.
The year closed with the bankruptcy of the fund, and with a total accumulated loss of 1 trillion dollars, due to the great leverage used. And all for not admitting that the FOREX Strategies of Long Term Capital Management were not in line with the dynamics of the Market.
There are an overwhelming number of opportunities in the stock markets to make money interpreting the Language of Price.
You don't need to use complex "advanced" strategies that have been created to handle hundreds or billions of dollars.
The reasons for using these FOREX strategies are very different from what a "retail trader" pursues with his small speculation business.
As you can see, you should not worry about wanting to integrate any of these advanced strategies into your arsenal. They are only beneficial for managing hundreds or billions of dollars, where the return parameters are very different when you handle small amounts of capital.
Do not worry about collecting hundreds of free FOREX strategies that circulate on the internet, that great accumulation of mediocre information will only serve to confuse you and waste your valuable time.
Spend that time learning Price Action,
… And you will always be one step behind the Specialists, identifying each new Market condition, and anticipating the vast majority of reversals of all prices.
Ironically, the most successful fund managers indicate that their most profitable trades are those based on the basic trend-following strategies of the Price Language. The same ones that you will learn in this Free Course.
Dedicate yourself to perfecting them and believe me you won't need anything else. As long as you have good risk management, taking into consideration the following points ...

Styles of Investments in FOREX

The Investment FOREX long term is not recommended for small investors like you and me. If we take into account the term investing literally as large investors do who buy a financial product today to sell it years later.
We both have a better niche in the short and medium-term.
You may have noticed that the big multi-year trends in the Forex Market do exist. But minor swings within a big trend are usually very wide.
These minor movements allow us to easily double and triple the annual return of the big general trend, motivating most traders to speculate in the short and medium-term.
These minor oscillations or trends that occur within the large multi-year trends owe their occurrence mainly to two reasons.
First, the FOREX Market presents 3 sessions a day each in different cities of the world with different time zones (Asia, Europe, and America). This causes more frequent trend changes than in the rest of the stock markets.
Second, the purpose for which it was created also plays a role. The modern Foreign Exchange Market, since its inception in 1972, was conceived by the global financial system as a tool for speculation. To obtain benefits in the short and medium-term (from several days to 1 year).
These two points are basically the reasons why we observe the immense speed with which the FOREX market changes trends.
For example, for those who live in America, in the early morning (Europe) the EURUSD pair may be on the rise, in the morning or afternoon (America) it may be down, and then finally at night (Asia) it may return to the rise.

Define your Own Style for your FOREX Investments

One of the first decisions you will have to make is to choose your style as a trader or investor.
There are 4 types of well-defined styles.
Most professional traders tend to have multiple styles, although they always identify with one primary style for their FOREX investments. Study the characteristics of the 4 main styles to make your investments in FOREX :
1. Long Term: recommended for anyone who is going to enter the market for the first time and who can dedicate a minimum of one hour per month to their investments in Forex. The period of an open position ranges from 1 year to 5 years.
2. Medium Term: recommended for anyone who is going to enter the market for the first time and who can dedicate a minimum of one hour per week to their investments in Forex. The period of an open position ranges from 1 month to 1 year.
3. Short Term: recommended for anyone who is going to enter the market for the first time, or who already has a certain time operating in the long and medium-term, showing constant profits, and who can dedicate a minimum of one hour per day to your investments in FOREX. The period of an open position ranges from 1 day to 1 month.
4. Intraday : recommended only for people with a fairly solid earnings record in the short term, and with a capital greater than $ 50,000. As we have noted, this option constitutes a full-time job.
People who start investing in FOREX , should start executing short-term (weeks) and medium-term (months) transactions only, and not pay attention to intraday oscillations (day trading).
If you are interested in being an intraday speculator, I recommend that you first exhaust at least a year doing operations in the short and medium-term to assimilate the correct strategies and to develop the necessary mentality to carry out this work.
The second option would be to participate in some kind of intensive training.
I remind you that self-educating is almost impossible in speculation. You are likely to accumulate a lot of knowledge by reading books and attending courses. But you will probably never learn to make money with all the incomplete "systems" circulating on the internet.

Mistakes to Avoid When Looking for Your Style

Many people who are new to FOREX investments make the mistake of combining these styles, which is a key to failure.
I recommend that if you are not getting the results you expected by adopting one of these styles, do not try to change it. The problem sure is not in the style, but in your strategies or in your psychology.
A successful investor is able to make a profit in any longer trading time than he is used to. I explain. If you are already a profitable operator in the short term, it is very likely that you will also be profitable in the medium and long term,
… As long as you can interpret the Language of Price or Price Action.
In the opposite case, the same would not happen. If you were a medium-term trader, you would need time to adjust to the intraday. The reality is that long, medium and short term traders have very similar personalities. The intraday trader is completely different.

The Myth of the Intraday in Investments in FOREX

If you are already successful in the short, medium and long term, you will notice that the sacrifice and the hours necessary in front of the computer to operate intraday is much greater. The intraday style will be useful to increase your account if it is less than USD $ 100,000 in a very short time in exchange for 8 to 12 hours a day of hard work but ...
You must first develop the necessary skills to operate the intraday.
The ideal is to combine all the styles to get more out of the Market and carry out more effective transactions and have a diversification in your investments in FOREX.
There are intraday traders that are very successful, but the reality is that there are very few in the world that make a profit year after year. If you want to become an intraday, you just have to prepare yourself properly through intensive training.
Otherwise, I recommend that you don't even think about educating yourself to adopt the intraday style. It is not necessary to go against a probability of failure greater than 99%. Unless
... your ego is greater than your common sense.
The main reason why this style of investments in FOREX is not recommended for the vast majority of us "retail investors" (the official term "retail traders"), is the high operational cost.
The real commissions in this market range between $ 2.0 and $ 2.50 for each lot of 100,000 virtual units. This means that a complete operation (opening and closing) is approximately $ 5.00, for each standard lot traded ($ 100,000 virtual).
Another fundamental reason is the advent of robotic traders (HFT = High-Frequency Trading), which tend to manipulate the market in the shorter intraday swings. Please do not confuse HFTs with automated systems that we find daily on the internet, and that can be purchased for a few hundred dollars and often for free on FOREX forums / groups.
These HFTs to which I refer, they are effective. They cost millions of dollars and have been developed by the large Wall Street financial firms to manage their investments in FOREX.
The reality of the intraday trader is that you execute orders for large lots at the same time, to profit from the smallest movements in the market. It is an activity based on reflexes. The slightest oversight or distraction can turn into a catastrophe for your FOREX investments.
I recommend that you start investing in FOREX using slow time periods such as H4 or Daily. For some reason, all Goldman Sachs intraday FOREX investments are made with algorithms.

Finally…

To choose your style as a trader and manage your investments in FOREX, first determine what your degree of experience is, analyze the points mentioned below and the rest you will discover when you execute your first operations.
The points that will affect your decision are:
  • Capital
  • Time available each day
  • Level of Experience
  • Personality
Discovering your style is a search process. For some it will be a long way to find the right time frame that matches their personality. Don't be put off by the falls. After all, those who continue the path despite the falls are the ones who reach the destination.
And I hope you are one of those who get up over and over again. The next lesson will boost your confidence when you discover the main reason that moves currencies ...

Fundamental Analysis in Forex Trading Reddit

The fundamental analysis in Forex is used mostly by long-term investors. Players as we saw in the styles of operators, start a negotiation today, to close it years later.
I always emphasize the importance that the mass media give to this type of analysis to distract the great mass of participants.
It is all part of a great mass psychological manipulation. For centuries the ignorance of the masses has been organized before the great movements begin.
The important news are the macroeconomic reports published by the Central Banks and other government agencies destined for this work. All reports are made up. 99% of them are corrected months later.
These events are tools to justify fundamental analysis and price cleaning movements. Any silly headline does the job. With this, it is possible to absorb most of the existing liquidity, before the new trend phase is projected.

Reaction!

Except in rare situations, the result of an economic report of the fundamental analysis is generally already assimilated in the graph. In most cases, there are financial institutions that already have access to this information and are organizing and carrying out their operations in advance.
The phrase buy the rumor and sell the news is a very old adage on Wall Street. And its meaning contains what we have just explained. For the investor who can interpret the Language of Price, fundamental analysis is of little importance. Well, in general, their disclosure does not indicate that you have to take any action in your open trades , as long as your entry strategy provides you with a good support cushion.
This reality of fundamental analysis causes a lot of confusion for investors who lack in-depth knowledge of the forex market.

Macroeconomic Data

The data published in these events is irrelevant. Both for speculators and for the people in general. They are false. They lack reliability.
The price can go up or down with the same result of the data. The main ones are:
- Interest Rates - GDP (gross domestic product) - CPI (inflation) - ISM (manufacturing index) - NFP (payroll) - Double Deficits (deficit = fiscal + balance of payments)
If you are initiated, I recommend you avoid operating near these events. It is only a matter of having the time pending. Use the economic calendar for Fundamental Analysis of Forex Factory.
There is a probabilistic advantage in operating these fundamental analysis events. But it takes preparation, experience, and practice. They represent a way of diversifying in the general operation of a speculator.

The Uncertainty of Fundamental Analysis

On many occasions after the disclosure of an economic report, the price movement of the currency pair that is going to be affected tends to move in the opposite direction to the logic of the report.
I show you an example of a fundamental analysis report. Imagine that the EUR / USD pair is trading at 1.2500, and the FED (US Federal Reserve) issues a statement announcing that it has just raised inter-bank interest rates from 0.25 points to 0.75 points. Very positive news for the US dollar that logically implies an appreciation of the currency and consequently an instantaneous collapse of the EUR / USD pair (up the dollar and down the euro)
However, minutes after the release of said fundamental analysis report, the pair after effectively collapsing to 1.2400, returns and returns to its levels prior to the report (1.2500). This situation is very common , but it is not so easy to identify it when it is occurring, but after the damage is done.
Traps like these devour the accounts of beginners who approach the market with little experience, with weak strategies, and especially with very little experience.
That is why I reiterate that you forget the fundamental analysis for now. Just keep in mind when operating, that there is no publication scheduled nearby. Just check the economic calendar for the day and forget about the numbers. Let the economists mess around with the data.

FOREX Market Correlation

The Forex market correlation exists between pairs with similar "base" currencies and not always under the same circumstances. The correlation in the Forex market that is most followed and that has the greatest impact on fundamental analysis is that of the US dollar (USD).
The USD is the most traded monetary unit with a volume greater than 80% with respect to the rest of the currencies. This fact determines why their correlation is the most important, the most followed, and perhaps the only one worth following in the fundamental macro analysis.
The 7 major pairs are usually in sync . These 7 pairs all include the USD and present a fundamental analysis correlation almost 75% of the time. Influencing the rest of the currency pairs.

Advantages of the FOREX Market Correlation

In the fundamental analysis the most basic FOREX correlation is the following. When the USD appreciates, the USD / CAD, USD / CHF, and USD / JPY pairs tend to go up in price. This indicates that the Canadian dollar (CAD), the Swiss franc (CHF), and the Japanese yen (JPY) are losing value against the USD.
We must bear in mind that this correlation does not occur 100% of the time. In fact, the JPY generally tends to move in the opposite direction , since in recent decades this currency has been used as a source of financing to invest in other financial instruments.
On the other side is the FOREX market correlation that generates a movement almost in unison in the other 4 major pairs EUR / USD, GBP / USD, AUD / USD, and NZD / USD. These tend to fall in price, homologous the appreciation of the USD. But not always.
In this case the fundamental analysis correlation works most of the time, between 65 and 85% of the time. Small differences are noted in the extent that each of these pairs experiences.
There is also a correlation in the secondary FOREX market, where the pairs of all currencies that do not include the USD participate, but I recommend you not to waste time on them for now. There are more important things about the Language of Price to know first.

FOREX Commodity Correlation

In this part I will explain to you in a basic way the Correlation Commodities - FOREX of the fundamental analysis.
There are three currencies that have a direct correlation with commodities. They are usually called: "COMDOLLS" which is short for "Commodities Dollars" (Commodities Dollars), since all three obey the dollar denomination. These are:
- The New Zealand Dollar (NZD) - The Australian Dollar (AUD) - The Canadian Dollar (CAD)
These three currencies make up the group of the 8 largest together with the euro, the pound, the yen, the franc and the US dollar. Together, they merge to produce the major pairs traded in the FOREX Foreign Exchange Market.
The FOREX Commodity Correlation has an affinity in most cases greater than 75%. And each of them has its different raw material of correlation. You will notice that the NZD and the AUD are two currencies that act practically in unison. Both present minimal discrepancies in their fluctuations in the short, medium and long term.
This is mainly because their economies are very similar and their economic and fiscal policies are too. Their main production items also show great similarities, despite the fact that the Australian economy is much larger than the New Zealand economy.
The raw materials that follow the movement of the AUD are mainly gold and copper. If you put the history of these three quotes during the last decade of the year 2,000 together on the same chart, you will notice a very similar upward movement between the three quotes. Pure correlation of fundamental analysis.
This strong correlation with commodities in the metals area for the AUD has provided Australia with an economic advantage enviable over the other major powers that have seen their currencies devalue sharply against the AUD. At the same time, they experience a constant decrease in the purchasing power of their citizens.
The NZD maintains a correlation with raw materials related to agriculture and livestock, mainly including milk and its derivatives. It is one of the countries that dominates the world export of these economic items, and also has important exports of metals , although in smaller quantities than Australia.
Finally, you have a correlation with raw materials in the energy area. For historical reasons the CAD, which is not the largest oil producer in the world, but an important supplier to the largest consumer that is the US, has seen its currency oscillate in line with oil prices.
To make long-term investments in the Foreign Exchange Market, it is necessary to take into consideration at least one Commodity Correlation - FOREX in your fundamental analysis.

Forex Technical Analysis Reddit

The technical analysis is the methodology that interprets the movements of the price. Specialists look for liquidity to fund their business. The repetition of the strategies used by the specialists in their work generate repetitive patterns.
If you were an analyst, you would develop the visual ability to identify such patterns on a graph. If you were a programmer you would quantify them mathematically using complex formulas.
And if you could learn to interpret the Language of Price, you would have the ability to anticipate 90% of all movements that occur on a chart. And in this business, anticipating is what will make you money.
Market prices are reflected and framed on a horizontal time axis and a vertical price axis. Prices go up or down according to the aggressiveness of the participating operators. In an efficient or balanced market these oscillations should be imperceptible.
But in reality this is not the case, since the Market works thanks to the digital printing of hundreds of billions of units of paper money systematically distributed by the Central Banks through the banking system. These resources serve as a tool to manipulate 100% of the movements that occur in the FOREX Market.
Are you looking for Technical Indicators? All technical indicators were created from the 70's. How do you think that for more than 200 years the speculators of the past accumulated great wealth?
With the Language of Price. The best timing is given by the price itself. Indicator-generated entry signals usually occur at the wrong time.
The basis of technical analysis is human psychology. Unfortunately, human beings are not perfect and are loaded with emotions that dominate their behavior in similar situations, creating repetitive and highly predictable behavior when it occurs in masses.
The study of technical analysis through indicators and subjective training, originates and shapes the collective thinking on which all the traps that specialists execute every day to maintain their business are designed. If the majority won, the Market would cease to exist.
Although you already know that the patterns are not generated by the masses , but the repetitive behavior of the Specialists in the face of the action response of the masses. It is very easy for speculaists, because they can see everyone's orders in their books.
And they also exert a great influence on the decisions of the masses through the mass media. It is what I call the war between the Egg and the Stone , if you hit me you win and if I hit you also you win.

The Deception of Modern Technical Analysis

Through the centuries thousands of people have been able to extract great benefits from the financial markets by applying the basic strategies of technical analysis and the psychology of the Price Language.
More than 200 years ago when the markets began to operate officially, fundamental analysis predominated, which was only used by large financial institutions. As this analysis tool began to become popular, these institutions began to apply the strategies of technical analysis.
In recent decades and with the massification of internet technology, technical analysis has begun to be handled by anyone who has a computer with internet access. The same financial institutions, which have been present for more than a century and as a result of this overcrowding , establish a strategy to confuse and misinform about the true strategies of technical analysis.
This has been accomplished in the following manner. Currently there are hundreds, if not thousands of technical indicators that have been developed by so-called "gurus" of technical analysis and that sell their magic indicators packed in a "system" or "method" that usually cost thousands of dollars, or simply with the publication of a book with which they generate large profits. Double benefit.
The aim is to confuse the initiates in speculation and create the collective mentality that will originate the same behaviors over and over again. About 95% of these new entrants completely lose all the capital they invest in their early stages as investors.
Leaving them with a negative experience and creating the idea and the image that financial markets are an exclusive area for geniuses with high academic levels and that only they can produce returns in the markets year after year.
The initiate, having lost all his original capital, turns to these “gurus” for help and teachings. You spend more capital on the products they offer you and the cycle repeats itself . Obviously, the vast majority do not relapse and completely forget to re-engage in the stock markets.
I hope you have not been a victim of this drama.
Now I will show you the simplicity of a FOREX technical analysis , without the need to resort to any indicator as a tool to determine an effective entry or exit strategy when planning your operations.

The Price Cycle

Previously you studied in the FOREX strategies lesson, that the typical price cycle when it is reflected in a graph, presents four very specific phases and very easy to identify if you perform a technical analysis with common sense . These are:
  • Accumulation
  • Bullish trend
  • Distribution
  • Bearish trend
Remember also that the most effective way to constantly extract profits in the markets is by taking advantage of phases 2 and 4 (the trends). Combined with a correct reading of the collective behavior of the masses of speculators interpreting the Language of Price.
You will be surprised by the simplicity with which thousands of people around the world and over the centuries have accumulated large sums of money by drawing a few simple lines and applying responsible risk management with their capital.

How to Identify Trends?

Being able to determine the trend phases within the price cycle is the essence of technical analysis since it is these two phases that provide you with the probabilistic advantage you need to operate in the markets and obtain constant returns.
In the most plain and simple language, in the world of technical analysis, there are only two types of formations: trends and ranges.
The trends, in turn, can be bullish if they go up, or bearish if they go down. The ranges, on the other hand, can be accumulation if they are at the beginning of the cycle, or distribution if they are in the high part of the cycle. As I had indicated in the topic of FOREX strategies when describing the price cycle.
This sounds more like a play on words, but I will show you the practical definition to simplify your life and then you will apply these definitions on the graph so that everything makes more sense to you.
  • Bullish trend: a succession of major highs and major lows
  • Bearish trend: a succession of minor highs and minor lows
  • Floor Range: equal highs and varied lows
  • Ceiling Range: equal minimums and varied maximums
https://preview.redd.it/vvmsshf0guv51.png?width=600&format=png&auto=webp&s=c321679a7dcc03f7184778be86379ef442fddf91
Some key points from the graph:
  • The start of this big uptrend was detected when the last high (thick green line) of the previous downtrend was broken to the upside, ending the succession of lower highs, while exiting the lateral floor formation.
  • The succession of major lows in the uptrend (thin blue lines)
  • The succession of major highs in the uptrend (thin green lines)
  • The end of the uptrend was detected when the last low (thick blue line) of the uptrend was broken to the downside, ending the succession of higher lows, while exiting the lateral ceiling formation.
A tool that will help you sharpen your technical eye and identify trends on the chart is the Currency Scanner. This application is very effective and will provide you with a much-needed boost in your operations to identify reliable trends. At first, we are not sure how reliable a trend is. You will receive great help to find opportunities with the Currency Scanner .

The Common Sense, The Less Common of Senses

The central idea of ​​technical analysis consists in determining the price situation of a market, that is, in which phase of the pattern of its cycle it is currently conjugated with the collective thinking of the masses and the possible traps that the market would have prepared to remove. the capital at stake by the public.
To carry out a precise technical analysis, you will use the support and resistance lines, which can be static (horizontal) or dynamic (projecting an angle with respect to the horizontal axis).
Your common sense prevails here.
If you show a 10-year-old a chart, they will be able to tell you if the price is going up or down. You will most likely have no idea how to draw the lines, but you will be able to establish the general trend. Simply using your common sense.
By introducing indicators and other gadgets , the simplicity and effectiveness of the technical analysis created by your common sense evaporates.
The following graph conceptually shows you all the possible situations in which you could draw these lines to carry out your technical analysis of the place. You can clearly observe a downtrend delimited by its dynamic trend line and an uptrend on the right side with its respective dynamic delimitation.
https://preview.redd.it/5iehg0r6guv51.png?width=500&format=png&auto=webp&s=84c265a5d35da7ea970792c4bf40fe20b33bd8bd

Forex Charts Analysis

I want to remind you that the formations or patterns that develop on the charts (triangles, wedges, pennants, boxes, etc.) only work to execute trades that have initially been confirmed by the static support and resistance lines and to read the collective thinking of the masses.
Chart formations work, but you must know the Language of Price to determine when the Specialists will exploit a chartist figure, or when they will allow it to run. In fact, you will learn with the Language that you can operate a chart figure in any direction.
Much of the "mentalization" that the masses receive is to believe that the figures are made to be respected. Which is an inefficient way of working. Simply because you could wait days or months for a perfect chart figure to occur in order to perform a reliable trade. When in fact there are dozens every day.

Japanese Candles

Of all the tools you have to carry out technical analysis, perhaps the best known and most popular is the Japanese technique of candles (candlesticks).
Candles are mainly used to identify reversal points on the chart without resorting to confirmation of horizontal trend lines and only using a previous bar or candle breaks.
Its correct use is subject to a multi-time analysis (multiple temporalities) and a general evaluation of the context proposed by the market in general at the time of each scenario.
Later I will show you all the important details to take into account so that you use Japanese candles in a simple and very effective way.
Do not forget ... Trading in your beginnings based on formations (chartism) and candlestick patterns conjugated with hundreds of tools and technical indicators, constitutes the perfect path to your failure. Before using any strategy or technique I recommend you focus on learning the Price Language, which includes 3 basic things:
  • The Price: structure and dynamics
  • Market sentiment: relative strength, external shocks, etc.
  • Psychology: flexible mindset and risk acceptance
After you acquire this solid foundation, I guarantee that you will be able to trade any trading system that exists, any strategy, technique or chart figure in a profitable and consistent manner.
Specialists make money every day at the expense of the collective behavior caused by the use of these strategies and techniques. With which you will only manage to lose your capital and your time by putting the cart in front of the horse.
People who do the opposite, at best become,
... Philosophers of Speculation, or indocile Robot Assistants or Expert Advisors.
To make money in any market condition, range or trend, you must use the technical analysis based on the Price Language and combine it with a correct psychological reading of the price. This knowledge can only be acquired through proper education and lots of supervised practice. Like any other career in life.
I hope you've found this guide helpful!
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How much money would it cost to setup high-frequency trading?

I worked with many HFT startups and I have a pretty good idea of the initial costs that such trading shops have.
Data: High-frequency strategies are data-intensive, so you need to get the best data providers at the tick level (level 3). That’s expensive. Depending on the market you are in (forex, futures, bonds, etc) the cost could vary. FX is even more complex, because of its highly fragmented nature, so they will need to have a broad view of all of them. Each provider cost could start from $5k per month each, up to $50k per month
Servers: You will need power. A decent server (please don’t use the cloud), could cost you 20k at least. It needs to have 32-cores at least. You can rent a dedicated server, and its cost could start from $2k per month
Collocation: That powerful server must be placed inside a collocated environment. The idea is to reduce the latency as much as you can, so being close to the exchanges/venues is the best choice. These data centers will charge you for your server space and for the connectivity you use (cross-connection). This varies considerably depending on the markets you are in.
Software: this would be the most expensive piece of your setup. Remember, that the software is the brain of your operation. Not only needs to get ALL the data from the exchanges/venues but normalize it, store it, manipulate it, and prepare it to be consumed by your strategies(s) that will be doing tons of different calculations based on the data they receive. And all that must be done in a fraction of milliseconds (hopefully within 10–50 microseconds)
On top of that, you must be sure, that you will have all the different modules in place: price aggregators, order management systems (OMS), execution management systems (EMS), smart order routing (SOR), liquidity manager (LM), risk management systems (RMS). and any interface you may need (to databases, storage, monitoring systems, reporting, etc)
Cost-wise, all of this will depends on what you choose. If you go with an off-the-shelf solution (not recommended, cheaper, you don’t own anything, slow), or you start your own development (time to market +1 year, very costly). The cost could vary between $300K to $1M
People: you will need human resources. This is not a one-guy operation. You will need to have software engineers, quantitative analysts, and researchers. Think about 150k /year at the low end.
Brokers/Prime Brokers: you will need to open up a brokerage account to have access to the trading venues. They will require you to have a minimum capital to trade (besides the commissions/fees they may charge). So, that adds up to your initial setup cost.
Conclusions
It’s a very lucrative business but is hard to get started. Usually, startups try to start small and grow as they see profits, but that always falls into failure. If you do that, you will fail to have all the above points I’ve listed.
Your initial investment is high, and keeping in mind that after having all these startup costs, all your infrastructure in place, and the software ready to run, your first profitable trades could start to come in after 6 to 12 months of operations.
I hope my question is not as vague as the others…
Please, let me know if I was missing something else, so we can add it to this list 😎

Ariel Silahian
http://www.sisSoftwareFactory.com/blog
submitted by silahian to quant_hft [link] [comments]

Best Cryptos to Invest in the Year 2019

Looking back in recent history, it seems as though big investors and financial organizations are changing their attitudes towards Bitcoin and altcoins. The media coverage worldwide illuminated the vast returns being had in the cryptocurrency markets, with many coins up over 100x since their conception. This certainly has garnered the attention from both legacy and newcomer investors. Currently, everyone is waiting to see if cryptocurrencies can continue on their path to new all time highs.
2017 turned out to be a whirlwind year, with most cryptocurrencies soaring to new all time highs at the end of 2017 and early 2018. The media coverage of cryptocurrencies was nonstop, with news reports on financial programs almost daily. In addition, many movies and tv shows mentioned cryptocurrency, including the technology oriented show “Silicon Valley.” So far, 2018 has seen a vast pullback in the cryptocurrency markets. Many of the smaller altcoins are down over 90% with Bitcoin, the crypto leader, still being down over 60% from all time highs.
Even with the overall market pullback, many investors are still very bullish on cryptocurrencies going into 2019. Many big name institutions are jumping head first into crypto, with NYSE announcing a new crypto exchange, BAAKT. Also Fidelity has announced a crypto support platform for their customers. Even legendary Ivy league university Yale has announced a new 400 million dollar investment fund geared towards cryptocurrency.
With so much bullish news adding up rapidly, almost everyone seems to expect a very profitable year for crypto leading into 2019. While Bitcoin is still currently the market leader there are also some big name altcoins that expect 2019 to be a huge year for them.
The Altcoin Hierarchy
Before investing in the crypto market, let us go through the basic classes of cryptocurrencies that exist in the market. While every class has the potential to have impressive returns, some coins have more impressive use cases and concepts, In addition to more qualified and funded development teams. Simply put, not all altcoins were created the same.
The Penny Stocks of Crypto
These are the bottom tier altcoins that could possibly become worthless in the near future. They operate much like penny stocks, advertising big promises of ‘guaranteed gains’. Eventually, many fail to offer a fraction of their promised returns. One of the ways to identify these is to look at their team members, their past experiences, objectives of the project, probability of mass adoption, actual use of the coins and many more.
The reasons for their failure is usually because of unwillingness to work for the vision they once promised in the first place, bad wealth management, inclusion of scammers in their team, unrealistic expectation from the project and also making money via pump and dump schemes.
Some of these coins are Trumpcoin, Russia Coin and Verge.
Average Coins
According to the ‘coinmarketcap’ website, there are currently more than 2000 cryptocurrencies listed on their website. Among those, there are around 500 of them that can be considered in this ‘average’ category.
These are the coins that do have a purpose/objective to work on but fail to maintain a good development team. They and their coins don’t really have any kind of purpose in the crypto market and fail to finalize any kind of legitimate deals and partnerships with good investors. This makes their performance very limited as compared to other altcoins in the market.
Some of these coins are Deep Brain Chain, Funfair, Decred, Navcoin, Populous, Cryptonex.
Good Coins
There are around 500 of such good coins in the market that do offer a good objective for the project, a solid team with good experience to execute such tasks, a good marketing strategy to reach out to masses to share their ideas and quality contacts to make some good partnerships in the market.
The only reason why they are only classified as ‘good coins’ is due to the lack of uniqueness that the other ‘very good coins’ offer. They don’t really have that ‘point of parity’ in their project/product that separates them from their counterparts.
Some of these coins are NEM, Stratis, Monero, and BAT.
Very Good Coins
There are around 100 such ‘very good coins’ in the market. Their objectives are well defined with a solid team to execute their tasks perfectly. Along with that, their marketing teams are also well-qualified to make their ideas reach to the masses. Because of such a wonderful blend, they are able to make better and strong partnerships with a number of good companies.
What separates them from the ‘Good Coins’ category is their USPs (Unique Selling Points). They are unique in what they do and that’s what makes the difference.
Such coins are NEO, Stellar, Cardano, Ripple
Top Tier Cryptocurrencies
These are the top tier coins that provide the best functionalities. They have real-world usage, objectives to solve a real-world problem, strong fundamental teams to execute the mission of the project, marketing teams to spread the ‘idea’ and collaboration with a number of media channels to gain early investors.
Also, due to a good PR team, they are able to make a very strong partnership with a lot of Fortune 500 companies that give them an extra edge over rest of the projects in the market.
Some of these coins are VeChain, Ethereum, Bitcoin, IOTA, Icon, EOS, Kinesis.
Promising Projects Going Into the New Year
With more than 2000 cryptocurrencies out there in the crypto market, only a couple 100 of them qualify to be a top tier investment. It can be quite the challenge to find a worthy project among the thousands of choices. These next projects are some that show a lot of promise heading into 2019.
Always remember the 3’S’ of the investment – Sane, Smart and Sensible. An investor who is sane, smart and sensible will always look into the facts before he invests in any business or project.
Kinesis
This is one of the most promising upcoming projects in crypto. The broad overview of the coin is to offer an alternate and better evolutionary step beyond the basic monetary and banking system available today.
In short, it is a cryptocurrency that is backed by precious metals like gold and silver. According to the CEO of the company, Thomas Coughlin, the Kinesis coin is basically divisible units of allocated gold and silver which you can use as a currency.
There will be two stable Kinesis coins in the market backed by Gold and Silver. The stable Kinesis coins backed by Gold will be tagged as KAU and the stable Kinesis coins backed by Silver will be tagged as KAG.
These stablecoins backed by the precious metals like Gold and Silver are real game changers as these 2 precious metals are definable stores of value for use in trade and investment in the real-world economies.
The Kinesis coin is based on the Bespoke Blockchain Technology, a blockchain network forked off from the Stellar Blockchain Technology in order to suit the requirements of the Kinesis coin.
The cryptocurrency project is headed by Thomas Coughlin who is also the CEO of the Kinesis company. He has 15 years experience in the investment, funds management and capital markets. Before being the CEO of the Kinesis company, he held similar positions for the Bullion Capital and TRAC Financial Group as well.
Apart from Thomas Coughlin, there are other great members in the team as well. Their team consists of people like:
Michael Coughlin, Chief Financial Officer, having 41 years experience as a CPA in the accountancy and financial services professions.
Eric Maine, Chief Strategy Officer, having more than 30 years experience in Senior Management in the exchange and financial markets.
Ryan Case, Head of Sales & Trading in Kinesis, having extensive experience as Head of sales trading & partnership and also valuable experience in commodity, cryptocurrency, forex and derivative markets.
Jai Bifulco, Chief Marketing Officer, having a full-fledged 12 years of experience in award-winning full-stack marketer in Finance. He previously held roles of directors in multiple brokerages, consulting and Fintech sectors.
There are more than 30 different team members in this project spanning their roles from The Executive Committee to the Advisory Board to the Operations and Development team.
The coins are very limited in number as compared to other cryptocurrencies where the softcap is limited to just 15,000 KVT coins and HardCap is limited to 300,000 KVT coins. Minimum token that one can buy is set to 1 KVT which is equal to $1000.
So far, more than 57,000 KVT tokens have been sold which roughly equals to a whopping sum of $57 Million. With such a huge investment already deployed for the development of the project, there are still 30 more days left for the ICO sale period to end.
Also, apart from the investments gained, the Kinesis cryptocurrency is also focusing much on the partnerships with the top companies in the industry. These include companies like ABX (Allocated Bullion Exchange), MLG (Blockchain Consulting), Sigma Prime, Etherlabs and Fine Metal Asia Limited.
This cryptocurrency is certainly the one to watch out for in 2019.
VeChain
Broad Overview – In simple layman terminology, Vechain is a supply chain protocol to track logistics inventory. It has successfully implemented blockchain technology in various sectors like agriculture and industries like luxury goods and liquor.
They basically strive to solve real-life problems by providing solutions in various industries like:
Logistics: In this sector, VeChain implements the blockchain technology to improve the flow of information from one department to another by breaking silos yet maintaining the data privacy of every department. Government: There are more than 111 VeChain nodes deployed worldwide. The municipal governments participate in the VeChain blockchain network as nodes. The VeChain blockchain network offers decentralization and immunity against the data hacking that allows room for transparent information exchange. This indeed improves the efficiency of the municipal governments. The technologies used to track the logistics are:
Assigning digital identities to physical stocks that can be stored on the VeChain blockchain network Usage of RFID (Radio Frequency Identification) NFC (Near Field Communication) Proof Of Authority Consensus In-House Temperature Controlled Tracking Quick Response Codes (QR Codes) The future potential of the VeChain cryptocurrency looks quite promising as the coin is signing new partnerships every month or so. Some of its partners are PricewaterhouseCoopers, DNV GL, Renault Group, KUEHNE + NAGEL, D.I.G, China Unicom and the State Tobacco Monopoly Administration of China.
Every single company with whom VeChain partnered has millions of customers that will use the VeChain technology embedded in their system. This makes the coin solve real-life problems and have mass adoption.
VeChain indeed makes a big difference in the logistics business. However, given the kind of turmoil that the entire cryptomarket is facing where the total market capitalization has fallen from $800 Billion to just around $200 Billion, no one can give any kind of assurance on the returns in your investment in the crypto assets. However, stablecoins like Kinesis has a reward yield system that incentivizes its investors for holding, depositing and also referring new users. Hence, the investors always stay on the benefit side even if the market collapses for a short duration.
IOTA
In simple terms, IOTA is a cryptocurrency which is designed for the Internet of Things. The cryptocurrency was developed to root a new direction to IoT by establishing a standardization called, ‘Ledger of Everything’ which means that the data exchange between sensor-equipped machines would be enabled to populate IoT.
IOTA has the potential to make transactions easy. A basic use case of IOTA can be seen in IOTA enabled vending machines. These machines can dispense the items without involving the associated transaction costs. Some other use cases of IOTA are Reddit Chains etc.
Technology Behind IOTA Surprisingly, IOTA does not use the traditional Blockchain technology for its design and development. In fact, a new platform called ‘Tangle Technology’ is being used for IOTA to operate on. The Tangle Technology deploys a mathematical concept called Directed Acyclic Graphs (DAG) which resolves both the scalability and transaction fees issues which we face in blockchain based cryptocurrencies.
In IOTA, for a transaction to be valid, each node present in DAG Tangle must approve the previous two transactions occurring at the other node. And adding to a note, this process removes the chances of mining and makes the system fully decentralized.
Future Potential Keeping in mind the remarkable result of IOTA, there exists a promising scope for it in the near future in various applications and platforms. IOTA would be standing tall and different in the future world full of cryptocurrencies vulnerable to quantum computers. IOTA has a lot of companies that it is working with. Some of them include Bosch, Volkswagen,Fujitsu, Accenture, Poyry and many more.
When viewed from a macro perspective, so far IOTA looks to be fee-less, scalable and fast which makes it next to perfect. However, if you own IOTA, the chances of you liquidating it into fiat currency via a ‘debit card’ and buying something from a grocery store is quite low. In order to fill this gap of actually buying something from the street market and becoming the global currency, Kinesis has introduced its Kinesis Debit Cards that enables the Kinesis token holders to exchange their tokens against FIAT currency and simultaneously buy products from a grocery shop, something which IOTA fails to offer.
ICON ICX
Broad Overview: ICON is a South Korean based company that develops blockchain technology and accompanies the cryptocurrency called ‘ICX’. ICON is a network framework which has been designed to allow independent blockchains to interact with each other. It allows interconnected blockchain networks to participate in a decentralized system which converges at a central point.
Technology: ICX token is built on the Ethereum blockchain network. ICON has developed a loop-chain platform that connects different blockchain communities through the ICON Republic which serves as the governing head for the Federation of other independent blockchain bodies.
All the communities are linked to Republic through C-Reps (Community Representatives) which then connects to Nexus. C-Reps functions as the portals to the communities to establish a connection with Nexus. And this way the entire procedure is carried out.
Future Scope: It is believed that ICON has plans to provide platforms to financial, security, insurance, healthcare, educational industries which can help them to carry transactions on a single network. Thus, ICON (ICX) can be seen having a good time in the coming days.
Also, it has been successful in signing a partnership deal with the tech-giant Samsung where it will be using ICON’s own Chain ID for a new Samsung project called ‘Samsung Pass’. Apart from Samsung, ICON has also signed deals with PORTAL NETWORK & W Foundation.
However, it is notable that ICON is built on the Ethereum network and is an ERC20 token. Hence, the transaction speed greatly depends on the Ethereum network. Currently, Ethereum can execute 15 transactions per second which is quite low in terms of what ICON (ICX) is currently aiming for. However, to fill this gap, we have Kinesis Bespoke Technology that offers a whopping speed of 3000 transactions per second. This lightning fast speed keeps the Kinesis token way ahead than ICX token.
Enjin
Broad Overview The native cryptocurrency of the Enjin Network, the Enjin Coin (popularly known as only ENJ) follows the ERC20 token standard and is used with a smart contract-based blockchain platform. Its typical users include content creators, game developers, and other members of the gaming community, who need to use virtual tokens to manage and trade virtual goods in the gaming world.
Technology behind Enjin As an ERC20-compliant token, the ENJ functions in accordance with the rules an Ethereum contract has to implement. It is used on a dedicated platform that is designed to support open-source software development kits (SDKs), applications, plug-ins, and payment gateways. As for its users, they will be able to efficiently participate in developing, launching, managing, and trade content and game-related products on the Enjin Network, without having to deal with the technical complexities.
Summary of Potential The ENJ is expected to solve some performance issues in using similar cryptocurrencies on the market today, including payment frauds where goods are not actually delivered, slow transaction processes, lack of ownership of virtual goods, lack of transaction standards, and centralization problems.
According to its creators, the ENJ coin, which is based on a blockchain, will create a distributed, trustworthy, and secure framework where transactions can be executed smoothly and quickly with minimal transaction fees. Its autonomous and decentralized system will ensure that all offers and deals will be honored.
Conclusion Generally speaking, the Enjin Coin is good. It helps bring the benefits of blockchain to millions of people participating in the virtual goods market. Its creators are working hard to prevent fraud in the gaming world.
However, it is still a relatively new project. As such, it is still volatile. This means that you still have to take utmost care and be wise when using it.
EOS
Broad Overview EOS is considered by many people who are participating in the virtual goods market as one of the best cryptocurrencies to use, supported by a powerful infrastructure for decentralized applications. Basically, the EOS blockchain is used for the development, execution, and hosting of decentralized applications (dApps) that are traded virtually.
Technology behind EOS The EOS system is composed of two key components, which are the EOS.IO and the EOS token. As for the former, it functions like a computer’s operating system in managing and controlling the EOS blockchain, with the use of an architecture that enables horizontal and vertical dApps. As for the latter, it is held (instead of spent) by the users to be able to become eligible of building, running, and trading apps, as well as using EOS network resources.
While EOS still does not have an official full form, it supports all core functionalities to allow individuals and businesses to create and trade blockchain-based apps.
It also runs on a web toolkit for interface development, just like Apple’s App Store and Google Play Store.
Summary of Potential While there are already a lot of cryptocurrencies based on Ethereum similar to it, the EOS system focuses on the critical and problematic points of the blockchain. Specifically, it attempts to solve the problems of scalability, speed, and flexibility that often cause transaction processes to slow down, which is a common issue in blockchain-based systems.
According to its creators, EOS.IO could also address other problems that come with the ever-increasing size of the dApps ecosystem, such as limited availability of resources, constrained networks, spamming, false transactions, and limited computing power.
It is said to be able to support thousands of commercial-scale dApps without hitting performance bottlenecks by using asynchronous communication methodologies and parallel execution across its network.
Conclusion The EOS system is very advanced. It is designed to address common problems with standard blockchain-based networks. But like other new cryptocurrency platforms on the virtual market today, it still has some weak points to improve. Also, there is again the exposure to volatility, as users hold the tokens to be eligible to trade virtually.
Nebulas
Broad overview Nebulas (NAS) is a new generation blockchain and is open for public collaborations for decentralized application (dApp) development. Its adaptability and scalability are the two characteristics that could propel NAS to be one of the top cryptocurrencies, thus giving it enough leverage to compete in the market.
Technology behind Nebulas Nebulas is the first crypto running on a 3rd generation blockchain, thus making it the dominant player of the new platform. This makes Nebulas highly flexible and scalable, even giving a good leverage in future-proofing their code. That could help avoid hard forking whenever some issues come up during scaling processes.
Summary of potential Adaptability, scalability and search-ability are three of the biggest potential NAS has to offer. With the 3rd generation blockchain it uses, it can allow the adaption of other codes based from Nebulas. This means that other cryptos can adapt to its platform soon enough.
Moreover, it can also act as a blockchain search engine. This can let users search particular blockchains based on efficiency and community strength.
Finally, its goal to provide fair incentives to Decentralized Application (dApp) developers is something that collaborators could expect. This means that more developers are expected to come, thus strengthening NAS even further.
Conclusion Nebulas (NAS) is a promising crypto especially with its adaptability, scalability and search-ability potentials. It can help with the fluidity of crypto into this new generation platform. However, it still lacks the value stability that Kinesis or stablecoins hold. NAS is still unpredictable, unlike Kinesis that backs it value with real gold.
Sky
Broad overview SkyCoin is a full environment system of blockchain technology, and has the goal of endorsing the actual usage of cryptocurrency.
Technology behind Sky Sky has its own algorithm, the Obelisk, which uses the web of trust dynamics to spread influence all throughout the network to come up with a consensus decision. The consensus decision depends on each node, by valuing its influence score. The influence score of each node is determined by the number of network nodes connected to it. This depicts the importance of the node to the network.
Aside from the Obelisk, Sky also operates its own cryptocurrency which is SkyCoin, its own ICO platform Fiber, a decentralized social media platform called BBS, and a decentralized messenger called Sky-Messenger.
Summary of potential Sky focuses its potential on being a full ecosystem of blockchain technology that encourages actual usage of crypto. Through its unique algorithm which is the Obelisk and some other dApps associated with it, Sky is a promising crypto technology and could be considered as the most complete one as of today.
Conclusion Sky, SkyCoin and the Obelisk is definitely a massive platform that could be considered as a full ecosystem of crypto and its related technology. Nonetheless, the SkyCoin depends its value on node influence scores, which could change from time to time as well. This makes Kinesis and Stablecoins still a better choice, especially for investors who want clear investments without hassle.
Crypto Predictions for 2019
While 2017 had the masses captivated and investing large amounts of capital, 2018 has seen price drops and sagging hopes. While the returns in 2017 exceeded anyone’s expectations, a strong pullback was predicted by many. Whether or not this bear market continues from here is the real question many investors face today.
Bitcoin’s rapid rise and fall exposed many problems, and the developers of the top cryptocurrencies in 2019 took note. When considering your crypto investments for 2019, factor in the following trends we predict will influence investments:
More Pullbacks According to the CEO of Vellum Capital, Eric Kovalak, the price of cryptos will reach new lows before they will rebound to new heights. This includes the biggest cryptocurrencies in the market, including Bitcoin. Kovalak believes that it will be priced below $3,500 before it will find its way back up. However, there are many mixed opinions on the current price of BTC, with some arguing the bottom for the crypto markets have already been seen.
Due to Bitcoin-based remittances, uncertainty in global economies like Asia, Turkey and Venezuela, and mobile penetration, there will be a surge in interest and the price of the digital currency.
A Flood of Institutional Investors
Institutional investors have been waiting on the sideline for the ETF to rule in favor of Bitcoin. According to Mike Novogratz, CEO of Galaxy Capital, once the ETF arrives, “institutional fomo’ will start flooding the market.”
Another factor is Kinesis, the investment blockchain that provides investors with a safe and reliable alternative. Pegged against precious metals, it provides protection against volatility that may be caused by political instability.
The Kinesis Monetary System lets you own real gold or silver when you purchase the digital currency. Your ownership is then digitized and then made available for spending, trading, and transfer. What is even better, the monetary system can be used internationally, ensuring reliability of money around the world.
With the recent crisis around the Turkish Lira, the price of gold has significantly increased.
Mass adoption of crypto by consumers In January 2019, blockchain technology will be 10 years old. It remains a speculative investment to this day but 2019 could be the year of mass adoption for digital currencies.
For this to happen, however, there has to be some triggers.
Speculation should become a real utility. People must use blockchain projects in everyday life so they will gain widespread use. Decentralized applications (DApps) must gain mainstream status to promote widespread adoption of cryptocurrencies. Improved payment processing, addressing the issue on the current situation of slow transaction times and high transaction fees. Scalability of blockchain technology with little to no impact on its efficiency. To date, slow transaction times are due to the growing number of users and transaction sizes. This calls for blockchain to grow and have the ability to compete with Mastercard, PayPal, or Visa. Introduction of off-chain solutions that allow users to complete a transaction through peer-to-peer payment channel instead of within the blockchain. This will address slow transaction times. Security will be provided by the parent blockchain. Gold Is Still The Standard Despite the promises and unique functions of many cryptocurrencies, there is still uncertainty in these new markets.
Gold has remained the best form of investment throughout history, and the best store of value, especially through times of crisis in politics and economies.
Kinesis pegs its value to gold which has proven to be the safest investment in history. Therefore Kinesis stands to gain from the stability gold offers while simultaneously fusing it with the unique features of this cutting edge crypto technology.
With the Kinesis Monetary System, investing in gold is no longer the slow process that many older investors are used to. This cryptocurrency is backed by gold and silver and supports precious metals trade.
It has three essential assets.
Tokens that represent an investors ownership of gold and silver. The inherited system where performance is done. Complete blockchain security that supports investments and paves the way for the creation of new assets protected in a banking system. Most importantly, the Kinesis Monetary System allows thousands of transactions to be completed per second in a completely secure channel.
The Near Future
Even a decade later, cryptocurrencies are still very much in their infancy. At this time, no one is sure what shape this growing sector will take in the future. Many cryptocurrencies will come and go but the ones that show the most promise, that fulfill their use cases, will stick around for the long term. With any emerging technology, we have to watch how it evolves and how it merges with our everyday life, changing the way we interact with everything around us.
submitted by National_Association to CryptoMarkets [link] [comments]

Strategies And Secrets Of High Frequency Trading (HFT) Firms

fintech #trading #algotrading #quantitative #quant #hft #forex #fx #crypto #gbpusd

Strategies And Secrets Of High Frequency Trading (HFT) Firms Secrecy, Strategy and Speed are the terms that best define high frequency trading (HFT) firms and indeed, the financial industry at large as it exists today.
HFT firms are secretive about their ways of operating and keys to success. The important people associated with HFT have shunned limelight and preferred to be lesser known, though that's changing now.
The firms in the HFT business operate through multiple strategies to trade and make money. The strategies include different forms of arbitrage – index arbitrage, volatility arbitrage, statistical arbitrage and merger arbitrage along with global macro, long/short equity, passive market making, and so on.
HFT rely on the ultra fast speed of computer software, data access (NASDAQ TotalView-ITCH, NYSE OpenBook, etc) to important resources and connectivity with minimal latency (delay).
Let’s explore some more about the types of HFT firms, their strategies to make m.....
Continue reading at: https://www.investopedia.com/articles/active-trading/092114/strategies-and-secrets-high-frequency-trading-hft-firms.asp
submitted by silahian to quant_hft [link] [comments]

Subreddit Stats: cs7646_fall2017 top posts from 2017-08-23 to 2017-12-10 22:43 PDT

Period: 108.98 days
Submissions Comments
Total 999 10425
Rate (per day) 9.17 95.73
Unique Redditors 361 695
Combined Score 4162 17424

Top Submitters' Top Submissions

  1. 296 points, 24 submissions: tuckerbalch
    1. Project 2 Megathread (optimize_something) (33 points, 475 comments)
    2. project 3 megathread (assess_learners) (27 points, 1130 comments)
    3. For online students: Participation check #2 (23 points, 47 comments)
    4. ML / Data Scientist internship and full time job opportunities (20 points, 36 comments)
    5. Advance information on Project 3 (19 points, 22 comments)
    6. participation check #3 (19 points, 29 comments)
    7. manual_strategy project megathread (17 points, 825 comments)
    8. project 4 megathread (defeat_learners) (15 points, 209 comments)
    9. project 5 megathread (marketsim) (15 points, 484 comments)
    10. QLearning Robot project megathread (12 points, 691 comments)
  2. 278 points, 17 submissions: davebyrd
    1. A little more on Pandas indexing/slicing ([] vs ix vs iloc vs loc) and numpy shapes (37 points, 10 comments)
    2. Project 1 Megathread (assess_portfolio) (34 points, 466 comments)
    3. marketsim grades are up (25 points, 28 comments)
    4. Midterm stats (24 points, 32 comments)
    5. Welcome to CS 7646 MLT! (23 points, 132 comments)
    6. How to interact with TAs, discuss grades, performance, request exceptions... (18 points, 31 comments)
    7. assess_portfolio grades have been released (18 points, 34 comments)
    8. Midterm grades posted to T-Square (15 points, 30 comments)
    9. Removed posts (15 points, 2 comments)
    10. assess_portfolio IMPORTANT README: about sample frequency (13 points, 26 comments)
  3. 118 points, 17 submissions: yokh_cs7646
    1. Exam 2 Information (39 points, 40 comments)
    2. Reformat Assignment Pages? (14 points, 2 comments)
    3. What did the real-life Michael Burry have to say? (13 points, 2 comments)
    4. PSA: Read the Rubric carefully and ahead-of-time (8 points, 15 comments)
    5. How do I know that I'm correct and not just lucky? (7 points, 31 comments)
    6. ML Papers and News (7 points, 5 comments)
    7. What are "question pools"? (6 points, 4 comments)
    8. Explanation of "Regression" (5 points, 5 comments)
    9. GT Github taking FOREVER to push to..? (4 points, 14 comments)
    10. Dead links on the course wiki (3 points, 2 comments)
  4. 67 points, 13 submissions: harshsikka123
    1. To all those struggling, some words of courage! (20 points, 18 comments)
    2. Just got locked out of my apartment, am submitting from a stairwell (19 points, 12 comments)
    3. Thoroughly enjoying the lectures, some of the best I've seen! (13 points, 13 comments)
    4. Just for reference, how long did Assignment 1 take you all to implement? (3 points, 31 comments)
    5. Grade_Learners Taking about 7 seconds on Buffet vs 5 on Local, is this acceptable if all tests are passing? (2 points, 2 comments)
    6. Is anyone running into the Runtime Error, Invalid DISPLAY variable when trying to save the figures as pdfs to the Buffet servers? (2 points, 9 comments)
    7. Still not seeing an ML4T onboarding test on ProctorTrack (2 points, 10 comments)
    8. Any news on when Optimize_Something grades will be released? (1 point, 1 comment)
    9. Baglearner RMSE and leaf size? (1 point, 2 comments)
    10. My results are oh so slightly off, any thoughts? (1 point, 11 comments)
  5. 63 points, 10 submissions: htrajan
    1. Sample test case: missing data (22 points, 36 comments)
    2. Optimize_something test cases (13 points, 22 comments)
    3. Met Burt Malkiel today (6 points, 1 comment)
    4. Heads up: Dataframe.std != np.std (5 points, 5 comments)
    5. optimize_something: graph (5 points, 29 comments)
    6. Schedule still reflecting shortened summer timeframe? (4 points, 3 comments)
    7. Quick clarification about InsaneLearner (3 points, 8 comments)
    8. Test cases using rfr? (3 points, 5 comments)
    9. Input format of rfr (2 points, 1 comment)
    10. [Shameless recruiting post] Wealthfront is hiring! (0 points, 9 comments)
  6. 62 points, 7 submissions: swamijay
    1. defeat_learner test case (34 points, 38 comments)
    2. Project 3 test cases (15 points, 27 comments)
    3. Defeat_Learner - related questions (6 points, 9 comments)
    4. Options risk/reward (2 points, 0 comments)
    5. manual strategy - you must remain in the position for 21 trading days. (2 points, 9 comments)
    6. standardizing values (2 points, 0 comments)
    7. technical indicators - period for moving averages, or anything that looks past n days (1 point, 3 comments)
  7. 61 points, 9 submissions: gatech-raleighite
    1. Protip: Better reddit search (22 points, 9 comments)
    2. Helpful numpy array cheat sheet (16 points, 10 comments)
    3. In your experience Professor, Mr. Byrd, which strategy is "best" for trading ? (12 points, 10 comments)
    4. Industrial strength or mature versions of the assignments ? (4 points, 2 comments)
    5. What is the correct (faster) way of doing this bit of pandas code (updating multiple slice values) (2 points, 10 comments)
    6. What is the correct (pythonesque?) way to select 60% of rows ? (2 points, 11 comments)
    7. How to get adjusted close price for funds not publicly traded (TSP) ? (1 point, 2 comments)
    8. Is there a way to only test one or 2 of the learners using grade_learners.py ? (1 point, 10 comments)
    9. OMS CS Digital Career Seminar Series - Scott Leitstein recording available online? (1 point, 4 comments)
  8. 60 points, 2 submissions: reyallan
    1. [Project Questions] Unit Tests for assess_portfolio assignment (58 points, 52 comments)
    2. Financial data, technical indicators and live trading (2 points, 8 comments)
  9. 59 points, 12 submissions: dyllll
    1. Please upvote helpful posts and other advice. (26 points, 1 comment)
    2. Books to further study in trading with machine learning? (14 points, 9 comments)
    3. Is Q-Learning the best reinforcement learning method for stock trading? (4 points, 4 comments)
    4. Any way to download the lessons? (3 points, 4 comments)
    5. Can a TA please contact me? (2 points, 7 comments)
    6. Is the vectorization code from the youtube video available to us? (2 points, 2 comments)
    7. Position of webcam (2 points, 15 comments)
    8. Question about assignment one (2 points, 5 comments)
    9. Are udacity quizzes recorded? (1 point, 2 comments)
    10. Does normalization of indicators matter in a Q-Learner? (1 point, 7 comments)
  10. 56 points, 2 submissions: jan-laszlo
    1. Proper git workflow (43 points, 19 comments)
    2. Adding you SSH key for password-less access to remote hosts (13 points, 7 comments)
  11. 53 points, 1 submission: agifft3_omscs
    1. [Project Questions] Unit Tests for optimize_something assignment (53 points, 94 comments)
  12. 50 points, 16 submissions: BNielson
    1. Regression Trees (7 points, 9 comments)
    2. Two Interpretations of RFR are leading to two different possible Sharpe Ratios -- Need Instructor clarification ASAP (5 points, 3 comments)
    3. PYTHONPATH=../:. python grade_analysis.py (4 points, 7 comments)
    4. Running on Windows and PyCharm (4 points, 4 comments)
    5. Studying for the midterm: python questions (4 points, 0 comments)
    6. Assess Learners Grader (3 points, 2 comments)
    7. Manual Strategy Grade (3 points, 2 comments)
    8. Rewards in Q Learning (3 points, 3 comments)
    9. SSH/Putty on Windows (3 points, 4 comments)
    10. Slight contradiction on ProctorTrack Exam (3 points, 4 comments)
  13. 49 points, 7 submissions: j0shj0nes
    1. QLearning Robot - Finalized and Released Soon? (18 points, 4 comments)
    2. Flash Boys, HFT, frontrunning... (10 points, 3 comments)
    3. Deprecations / errata (7 points, 5 comments)
    4. Udacity lectures via GT account, versus personal account (6 points, 2 comments)
    5. Python: console-driven development (5 points, 5 comments)
    6. Buffet pandas / numpy versions (2 points, 2 comments)
    7. Quant research on earnings calls (1 point, 0 comments)
  14. 45 points, 11 submissions: Zapurza
    1. Suggestion for Strategy learner mega thread. (14 points, 1 comment)
    2. Which lectures to watch for upcoming project q learning robot? (7 points, 5 comments)
    3. In schedule file, there is no link against 'voting ensemble strategy'? Scheduled for Nov 13-20 week (6 points, 3 comments)
    4. How to add questions to the question bank? I can see there is 2% credit for that. (4 points, 5 comments)
    5. Scratch paper use (3 points, 6 comments)
    6. The big short movie link on you tube says the video is not available in your country. (3 points, 9 comments)
    7. Distance between training data date and future forecast date (2 points, 2 comments)
    8. News affecting stock market and machine learning algorithms (2 points, 4 comments)
    9. pandas import in pydev (2 points, 0 comments)
    10. Assess learner server error (1 point, 2 comments)
  15. 43 points, 23 submissions: chvbs2000
    1. Is the Strategy Learner finalized? (10 points, 3 comments)
    2. Test extra 15 test cases for marketsim (3 points, 12 comments)
    3. Confusion between the term computing "back-in time" and "going forward" (2 points, 1 comment)
    4. How to define "each transaction"? (2 points, 4 comments)
    5. How to filling the assignment into Jupyter Notebook? (2 points, 4 comments)
    6. IOError: File ../data/SPY.csv does not exist (2 points, 4 comments)
    7. Issue in Access to machines at Georgia Tech via MacOS terminal (2 points, 5 comments)
    8. Reading data from Jupyter Notebook (2 points, 3 comments)
    9. benchmark vs manual strategy vs best possible strategy (2 points, 2 comments)
    10. global name 'pd' is not defined (2 points, 4 comments)
  16. 43 points, 15 submissions: shuang379
    1. How to test my code on buffet machine? (10 points, 15 comments)
    2. Can we get the ppt for "Decision Trees"? (8 points, 2 comments)
    3. python question pool question (5 points, 6 comments)
    4. set up problems (3 points, 4 comments)
    5. Do I need another camera for scanning? (2 points, 9 comments)
    6. Is chapter 9 covered by the midterm? (2 points, 2 comments)
    7. Why grade_analysis.py could run even if I rm analysis.py? (2 points, 5 comments)
    8. python question pool No.48 (2 points, 6 comments)
    9. where could we find old versions of the rest projects? (2 points, 2 comments)
    10. where to put ml4t-libraries to install those libraries? (2 points, 1 comment)
  17. 42 points, 14 submissions: larrva
    1. is there a mistake in How-to-learn-a-decision-tree.pdf (7 points, 7 comments)
    2. maximum recursion depth problem (6 points, 10 comments)
    3. [Urgent]Unable to use proctortrack in China (4 points, 21 comments)
    4. manual_strategynumber of indicators to use (3 points, 10 comments)
    5. Assignment 2: Got 63 points. (3 points, 3 comments)
    6. Software installation workshop (3 points, 7 comments)
    7. question regarding functools32 version (3 points, 3 comments)
    8. workshop on Aug 31 (3 points, 8 comments)
    9. Mount remote server to local machine (2 points, 2 comments)
    10. any suggestion on objective function (2 points, 3 comments)
  18. 41 points, 8 submissions: Ran__Ran
    1. Any resource will be available for final exam? (19 points, 6 comments)
    2. Need clarification on size of X, Y in defeat_learners (7 points, 10 comments)
    3. Get the same date format as in example chart (4 points, 3 comments)
    4. Cannot log in GitHub Desktop using GT account? (3 points, 3 comments)
    5. Do we have notes or ppt for Time Series Data? (3 points, 5 comments)
    6. Can we know the commission & market impact for short example? (2 points, 7 comments)
    7. Course schedule export issue (2 points, 15 comments)
    8. Buying/seeking beta v.s. buying/seeking alpha (1 point, 6 comments)
  19. 38 points, 4 submissions: ProudRamblinWreck
    1. Exam 2 Study topics (21 points, 5 comments)
    2. Reddit participation as part of grade? (13 points, 32 comments)
    3. Will birds chirping in the background flag me on Proctortrack? (3 points, 5 comments)
    4. Midterm Study Guide question pools (1 point, 2 comments)
  20. 37 points, 6 submissions: gatechben
    1. Submission page for strategy learner? (14 points, 10 comments)
    2. PSA: The grading script for strategy_learner changed on the 26th (10 points, 9 comments)
    3. Where is util.py supposed to be located? (8 points, 8 comments)
    4. PSA:. The default dates in the assignment 1 template are not the same as the examples on the assignment page. (2 points, 1 comment)
    5. Schedule: Discussion of upcoming trading projects? (2 points, 3 comments)
    6. [defeat_learners] More than one column for X? (1 point, 1 comment)
  21. 37 points, 3 submissions: jgeiger
    1. Please send/announce when changes are made to the project code (23 points, 7 comments)
    2. The Big Short on Netflix for OMSCS students (week of 10/16) (11 points, 6 comments)
    3. Typo(?) for Assess_portfolio wiki page (3 points, 2 comments)
  22. 35 points, 10 submissions: ltian35
    1. selecting row using .ix (8 points, 9 comments)
    2. Will the following 2 topics be included in the final exam(online student)? (7 points, 4 comments)
    3. udacity quiz (7 points, 4 comments)
    4. pdf of lecture (3 points, 4 comments)
    5. print friendly version of the course schedule (3 points, 9 comments)
    6. about learner regression vs classificaiton (2 points, 2 comments)
    7. is there a simple way to verify the correctness of our decision tree (2 points, 4 comments)
    8. about Building an ML-based forex strategy (1 point, 2 comments)
    9. about technical analysis (1 point, 6 comments)
    10. final exam online time period (1 point, 2 comments)
  23. 33 points, 2 submissions: bhrolenok
    1. Assess learners template and grading script is now available in the public repository (24 points, 0 comments)
    2. Tutorial for software setup on Windows (9 points, 35 comments)
  24. 31 points, 4 submissions: johannes_92
    1. Deadline extension? (26 points, 40 comments)
    2. Pandas date indexing issues (2 points, 5 comments)
    3. Why do we subtract 1 from SMA calculation? (2 points, 3 comments)
    4. Unexpected number of calls to query, sum=20 (should be 20), max=20 (should be 1), min=20 (should be 1) -bash: syntax error near unexpected token `(' (1 point, 3 comments)
  25. 30 points, 5 submissions: log_base_pi
    1. The Massive Hedge Fund Betting on AI [Article] (9 points, 1 comment)
    2. Useful Python tips and tricks (8 points, 10 comments)
    3. Video of overview of remaining projects with Tucker Balch (7 points, 1 comment)
    4. Will any material from the lecture by Goldman Sachs be covered on the exam? (5 points, 1 comment)
    5. What will the 2nd half of the course be like? (1 point, 8 comments)
  26. 30 points, 4 submissions: acschwabe
    1. Assignment and Exam Calendar (ICS File) (17 points, 6 comments)
    2. Please OMG give us any options for extra credit (8 points, 12 comments)
    3. Strategy learner question (3 points, 1 comment)
    4. Proctortrack: Do we need to schedule our test time? (2 points, 10 comments)
  27. 29 points, 9 submissions: _ant0n_
    1. Next assignment? (9 points, 6 comments)
    2. Proctortrack Onboarding test? (6 points, 11 comments)
    3. Manual strategy: Allowable positions (3 points, 7 comments)
    4. Anyone watched Black Scholes documentary? (2 points, 16 comments)
    5. Buffet machines hardware (2 points, 6 comments)
    6. Defeat learners: clarification (2 points, 4 comments)
    7. Is 'optimize_something' on the way to class GitHub repo? (2 points, 6 comments)
    8. assess_portfolio(... gen_plot=True) (2 points, 8 comments)
    9. remote job != remote + international? (1 point, 15 comments)
  28. 26 points, 10 submissions: umersaalis
    1. comments.txt (7 points, 6 comments)
    2. Assignment 2: report.pdf (6 points, 30 comments)
    3. Assignment 2: report.pdf sharing & plagiarism (3 points, 12 comments)
    4. Max Recursion Limit (3 points, 10 comments)
    5. Parametric vs Non-Parametric Model (3 points, 13 comments)
    6. Bag Learner Training (1 point, 2 comments)
    7. Decision Tree Issue: (1 point, 2 comments)
    8. Error in Running DTLearner and RTLearner (1 point, 12 comments)
    9. My Results for the four learners. Please check if you guys are getting values somewhat near to these. Exact match may not be there due to randomization. (1 point, 4 comments)
    10. Can we add the assignments and solutions to our public github profile? (0 points, 7 comments)
  29. 26 points, 6 submissions: abiele
    1. Recommended Reading? (13 points, 1 comment)
    2. Number of Indicators Used by Actual Trading Systems (7 points, 6 comments)
    3. Software Install Instructions From TA's Video Not Working (2 points, 2 comments)
    4. Suggest that TA/Instructor Contact Info Should be Added to the Syllabus (2 points, 2 comments)
    5. ML4T Software Setup (1 point, 3 comments)
    6. Where can I find the grading folder? (1 point, 4 comments)
  30. 26 points, 6 submissions: tomatonight
    1. Do we have all the information needed to finish the last project Strategy learner? (15 points, 3 comments)
    2. Does anyone interested in cryptocurrency trading/investing/others? (3 points, 6 comments)
    3. length of portfolio daily return (3 points, 2 comments)
    4. Did Michael Burry, Jamie&Charlie enter the short position too early? (2 points, 4 comments)
    5. where to check participation score (2 points, 1 comment)
    6. Where to collect the midterm exam? (forgot to take it last week) (1 point, 3 comments)
  31. 26 points, 3 submissions: hilo260
    1. Is there a template for optimize_something on GitHub? (14 points, 3 comments)
    2. Marketism project? (8 points, 6 comments)
    3. "Do not change the API" (4 points, 7 comments)
  32. 26 points, 3 submissions: niufen
    1. Windows Server Setup Guide (23 points, 16 comments)
    2. Strategy Learner Adding UserID as Comment (2 points, 2 comments)
    3. Connect to server via Python Error (1 point, 6 comments)
  33. 26 points, 3 submissions: whoyoung99
    1. How much time you spend on Assess Learner? (13 points, 47 comments)
    2. Git clone repository without fork (8 points, 2 comments)
    3. Just for fun (5 points, 1 comment)
  34. 25 points, 8 submissions: SharjeelHanif
    1. When can we discuss defeat learners methods? (10 points, 1 comment)
    2. Are the buffet servers really down? (3 points, 2 comments)
    3. Are the midterm results in proctortrack gone? (3 points, 3 comments)
    4. Will these finance topics be covered on the final? (3 points, 9 comments)
    5. Anyone get set up with Proctortrack? (2 points, 10 comments)
    6. Incentives Quiz Discussion (2-01, Lesson 11.8) (2 points, 3 comments)
    7. Anyone from Houston, TX (1 point, 1 comment)
    8. How can I trace my error back to a line of code? (assess learners) (1 point, 3 comments)
  35. 25 points, 5 submissions: jlamberts3
    1. Conda vs VirtualEnv (7 points, 8 comments)
    2. Cool Portfolio Backtesting Tool (6 points, 6 comments)
    3. Warren Buffett wins $1M bet made a decade ago that the S&P 500 stock index would outperform hedge funds (6 points, 12 comments)
    4. Windows Ubuntu Subsystem Putty Alternative (4 points, 0 comments)
    5. Algorithmic Trading Of Digital Assets (2 points, 0 comments)
  36. 25 points, 4 submissions: suman_paul
    1. Grade statistics (9 points, 3 comments)
    2. Machine Learning book by Mitchell (6 points, 11 comments)
    3. Thank You (6 points, 6 comments)
    4. Assignment1 ready to be cloned? (4 points, 4 comments)
  37. 25 points, 3 submissions: Spareo
    1. Submit Assignments Function (OS X/Linux) (15 points, 6 comments)
    2. Quantsoftware Site down? (8 points, 38 comments)
    3. ML4T_2017Spring folder on Buffet server?? (2 points, 5 comments)
  38. 24 points, 14 submissions: nelsongcg
    1. Is it realistic for us to try to build our own trading bot and profit? (6 points, 21 comments)
    2. Is the risk free rate zero for any country? (3 points, 7 comments)
    3. Models and black swans - discussion (3 points, 0 comments)
    4. Normal distribution assumption for options pricing (2 points, 3 comments)
    5. Technical analysis for cryptocurrency market? (2 points, 4 comments)
    6. A counter argument to models by Nassim Taleb (1 point, 0 comments)
    7. Are we demandas to use the sample for part 1? (1 point, 1 comment)
    8. Benchmark for "trusting" your trading algorithm (1 point, 5 comments)
    9. Don't these two statements on the project description contradict each other? (1 point, 2 comments)
    10. Forgot my TA (1 point, 6 comments)
  39. 24 points, 11 submissions: nurobezede
    1. Best way to obtain survivor bias free stock data (8 points, 1 comment)
    2. Please confirm Midterm is from October 13-16 online with proctortrack. (5 points, 2 comments)
    3. Are these DTlearner Corr values good? (2 points, 6 comments)
    4. Testing gen_data.py (2 points, 3 comments)
    5. BagLearner of Baglearners says 'Object is not callable' (1 point, 8 comments)
    6. DTlearner training RMSE none zero but almost there (1 point, 2 comments)
    7. How to submit analysis using git and confirm it? (1 point, 2 comments)
    8. Passing kwargs to learners in a BagLearner (1 point, 5 comments)
    9. Sampling for bagging tree (1 point, 8 comments)
    10. code failing the 18th test with grade_learners.py (1 point, 6 comments)
  40. 24 points, 4 submissions: AeroZach
    1. questions about how to build a machine learning system that's going to work well in a real market (12 points, 6 comments)
    2. Survivor Bias Free Data (7 points, 5 comments)
    3. Genetic Algorithms for Feature selection (3 points, 5 comments)
    4. How far back can you train? (2 points, 2 comments)
  41. 23 points, 9 submissions: vsrinath6
    1. Participation check #3 - Haven't seen it yet (5 points, 5 comments)
    2. What are the tasks for this week? (5 points, 12 comments)
    3. No projects until after the mid-term? (4 points, 5 comments)
    4. Format / Syllabus for the exams (2 points, 3 comments)
    5. Has there been a Participation check #4? (2 points, 8 comments)
    6. Project 3 not visible on T-Square (2 points, 3 comments)
    7. Assess learners - do we need to check is method implemented for BagLearner? (1 point, 4 comments)
    8. Correct number of days reported in the dataframe (should be the number of trading days between the start date and end date, inclusive). (1 point, 0 comments)
    9. RuntimeError: Invalid DISPLAY variable (1 point, 2 comments)
  42. 23 points, 8 submissions: nick_algorithm
    1. Help with getting Average Daily Return Right (6 points, 7 comments)
    2. Hint for args argument in scipy minimize (5 points, 2 comments)
    3. How do you make money off of highly volatile (high SDDR) stocks? (4 points, 5 comments)
    4. Can We Use Code Obtained from Class To Make Money without Fear of Being Sued (3 points, 6 comments)
    5. Is the Std for Bollinger Bands calculated over the same timespan of the Moving Average? (2 points, 2 comments)
    6. Can't run grade_learners.py but I'm not doing anything different from the last assignment (?) (1 point, 5 comments)
    7. How to determine value at terminal node of tree? (1 point, 1 comment)
    8. Is there a way to get Reddit announcements piped to email (or have a subsequent T-Square announcement published simultaneously) (1 point, 2 comments)
  43. 23 points, 1 submission: gong6
    1. Is manual strategy ready? (23 points, 6 comments)
  44. 21 points, 6 submissions: amchang87
    1. Reason for public reddit? (6 points, 4 comments)
    2. Manual Strategy - 21 day holding Period (4 points, 12 comments)
    3. Sharpe Ratio (4 points, 6 comments)
    4. Manual Strategy - No Position? (3 points, 3 comments)
    5. ML / Manual Trader Performance (2 points, 0 comments)
    6. T-Square Submission Missing? (2 points, 3 comments)
  45. 21 points, 6 submissions: fall2017_ml4t_cs_god
    1. PSA: When typing in code, please use 'formatting help' to see how to make the code read cleaner. (8 points, 2 comments)
    2. Why do Bollinger Bands use 2 standard deviations? (5 points, 20 comments)
    3. How do I log into the [email protected]? (3 points, 1 comment)
    4. Is midterm 2 cumulative? (2 points, 3 comments)
    5. Where can we learn about options? (2 points, 2 comments)
    6. How do you calculate the analysis statistics for bps and manual strategy? (1 point, 1 comment)
  46. 21 points, 5 submissions: Jmitchell83
    1. Manual Strategy Grades (12 points, 9 comments)
    2. two-factor (3 points, 6 comments)
    3. Free to use volume? (2 points, 1 comment)
    4. Is MC1-Project-1 different than assess_portfolio? (2 points, 2 comments)
    5. Online Participation Checks (2 points, 4 comments)
  47. 21 points, 5 submissions: Sergei_B
    1. Do we need to worry about missing data for Asset Portfolio? (14 points, 13 comments)
    2. How do you get data from yahoo in panda? the sample old code is below: (2 points, 3 comments)
    3. How to fix import pandas as pd ImportError: No module named pandas? (2 points, 4 comments)
    4. Python Practice exam Question 48 (2 points, 2 comments)
    5. Mac: "virtualenv : command not found" (1 point, 2 comments)
  48. 21 points, 3 submissions: mharrow3
    1. First time reddit user .. (17 points, 37 comments)
    2. Course errors/types (2 points, 2 comments)
    3. Install course software on macOS using Vagrant .. (2 points, 0 comments)
  49. 20 points, 9 submissions: iceguyvn
    1. Manual strategy implementation for future projects (4 points, 15 comments)
    2. Help with correlation calculation (3 points, 15 comments)
    3. Help! maximum recursion depth exceeded (3 points, 10 comments)
    4. Help: how to index by date? (2 points, 4 comments)
    5. How to attach a 1D array to a 2D array? (2 points, 2 comments)
    6. How to set a single cell in a 2D DataFrame? (2 points, 4 comments)
    7. Next assignment after marketsim? (2 points, 4 comments)
    8. Pythonic way to detect the first row? (1 point, 6 comments)
    9. Questions regarding seed (1 point, 1 comment)
  50. 20 points, 3 submissions: JetsonDavis
    1. Push back assignment 3? (10 points, 14 comments)
    2. Final project (9 points, 3 comments)
    3. Numpy versions (1 point, 2 comments)
  51. 20 points, 2 submissions: pharmerino
    1. assess_portfolio test cases (16 points, 88 comments)
    2. ML4T Assignments (4 points, 6 comments)

Top Commenters

  1. tuckerbalch (2296 points, 1185 comments)
  2. davebyrd (1033 points, 466 comments)
  3. yokh_cs7646 (320 points, 177 comments)
  4. rgraziano3 (266 points, 147 comments)
  5. j0shj0nes (264 points, 148 comments)
  6. i__want__piazza (236 points, 127 comments)
  7. swamijay (227 points, 116 comments)
  8. _ant0n_ (205 points, 149 comments)
  9. ml4tstudent (204 points, 117 comments)
  10. gatechben (179 points, 107 comments)
  11. BNielson (176 points, 108 comments)
  12. jameschanx (176 points, 94 comments)
  13. Artmageddon (167 points, 83 comments)
  14. htrajan (162 points, 81 comments)
  15. boyko11 (154 points, 99 comments)
  16. alyssa_p_hacker (146 points, 80 comments)
  17. log_base_pi (141 points, 80 comments)
  18. Ran__Ran (139 points, 99 comments)
  19. johnsmarion (136 points, 86 comments)
  20. jgorman30_gatech (135 points, 102 comments)
  21. dyllll (125 points, 91 comments)
  22. MikeLachmayr (123 points, 95 comments)
  23. awhoof (113 points, 72 comments)
  24. SharjeelHanif (106 points, 59 comments)
  25. larrva (101 points, 69 comments)
  26. augustinius (100 points, 52 comments)
  27. oimesbcs (99 points, 67 comments)
  28. vansh21k (98 points, 62 comments)
  29. W1redgh0st (97 points, 70 comments)
  30. ybai67 (96 points, 41 comments)
  31. JuanCarlosKuriPinto (95 points, 54 comments)
  32. acschwabe (93 points, 58 comments)
  33. pharmerino (92 points, 47 comments)
  34. jgeiger (91 points, 28 comments)
  35. Zapurza (88 points, 70 comments)
  36. jyoms (87 points, 55 comments)
  37. omscs_zenan (87 points, 44 comments)
  38. nurobezede (85 points, 64 comments)
  39. BelaZhu (83 points, 50 comments)
  40. jason_gt (82 points, 36 comments)
  41. shuang379 (81 points, 64 comments)
  42. ggatech (81 points, 51 comments)
  43. nitinkodial_gatech (78 points, 59 comments)
  44. harshsikka123 (77 points, 55 comments)
  45. bkeenan7 (76 points, 49 comments)
  46. moxyll (76 points, 32 comments)
  47. nelsongcg (75 points, 53 comments)
  48. nickzelei (75 points, 41 comments)
  49. hunter2omscs (74 points, 29 comments)
  50. pointblank41 (73 points, 36 comments)
  51. zheweisun (66 points, 48 comments)
  52. bs_123 (66 points, 36 comments)
  53. storytimeuva (66 points, 36 comments)
  54. sva6 (66 points, 31 comments)
  55. bhrolenok (66 points, 27 comments)
  56. lingkaizuo (63 points, 46 comments)
  57. Marvel_this (62 points, 36 comments)
  58. agifft3_omscs (62 points, 35 comments)
  59. ssung40 (61 points, 47 comments)
  60. amchang87 (61 points, 32 comments)
  61. joshuak_gatech (61 points, 30 comments)
  62. fall2017_ml4t_cs_god (60 points, 50 comments)
  63. ccrouch8 (60 points, 45 comments)
  64. nick_algorithm (60 points, 29 comments)
  65. JetsonDavis (59 points, 35 comments)
  66. yjacket103 (58 points, 36 comments)
  67. hilo260 (58 points, 29 comments)
  68. coolwhip1234 (58 points, 15 comments)
  69. chvbs2000 (57 points, 49 comments)
  70. suman_paul (57 points, 29 comments)
  71. masterm (57 points, 23 comments)
  72. RolfKwakkelaar (55 points, 32 comments)
  73. rpb3 (55 points, 23 comments)
  74. venkatesh8 (54 points, 30 comments)
  75. omscs_avik (53 points, 37 comments)
  76. bman8810 (52 points, 31 comments)
  77. snladak (51 points, 31 comments)
  78. dfihn3 (50 points, 43 comments)
  79. mlcrypto (50 points, 32 comments)
  80. omscs-student (49 points, 26 comments)
  81. NellVega (48 points, 32 comments)
  82. booglespace (48 points, 23 comments)
  83. ccortner3 (48 points, 23 comments)
  84. caa5042 (47 points, 34 comments)
  85. gcalma3 (47 points, 25 comments)
  86. krushnatmore (44 points, 32 comments)
  87. sn_48 (43 points, 22 comments)
  88. thenewprofessional (43 points, 16 comments)
  89. urider (42 points, 33 comments)
  90. gatech-raleighite (42 points, 30 comments)
  91. chrisong2017 (41 points, 26 comments)
  92. ProudRamblinWreck (41 points, 24 comments)
  93. kramey8 (41 points, 24 comments)
  94. coderafk (40 points, 28 comments)
  95. niufen (40 points, 23 comments)
  96. tholladay3 (40 points, 23 comments)
  97. SaberCrunch (40 points, 22 comments)
  98. gnr11 (40 points, 21 comments)
  99. nadav3 (40 points, 18 comments)
  100. gt7431a (40 points, 16 comments)

Top Submissions

  1. [Project Questions] Unit Tests for assess_portfolio assignment by reyallan (58 points, 52 comments)
  2. [Project Questions] Unit Tests for optimize_something assignment by agifft3_omscs (53 points, 94 comments)
  3. Proper git workflow by jan-laszlo (43 points, 19 comments)
  4. Exam 2 Information by yokh_cs7646 (39 points, 40 comments)
  5. A little more on Pandas indexing/slicing ([] vs ix vs iloc vs loc) and numpy shapes by davebyrd (37 points, 10 comments)
  6. Project 1 Megathread (assess_portfolio) by davebyrd (34 points, 466 comments)
  7. defeat_learner test case by swamijay (34 points, 38 comments)
  8. Project 2 Megathread (optimize_something) by tuckerbalch (33 points, 475 comments)
  9. project 3 megathread (assess_learners) by tuckerbalch (27 points, 1130 comments)
  10. Deadline extension? by johannes_92 (26 points, 40 comments)

Top Comments

  1. 34 points: jgeiger's comment in QLearning Robot project megathread
  2. 31 points: coolwhip1234's comment in QLearning Robot project megathread
  3. 30 points: tuckerbalch's comment in Why Professor is usually late for class?
  4. 23 points: davebyrd's comment in Deadline extension?
  5. 20 points: jason_gt's comment in What would be a good quiz question regarding The Big Short?
  6. 19 points: yokh_cs7646's comment in For online students: Participation check #2
  7. 17 points: i__want__piazza's comment in project 3 megathread (assess_learners)
  8. 17 points: nathakhanh2's comment in Project 2 Megathread (optimize_something)
  9. 17 points: pharmerino's comment in Midterm study Megathread
  10. 17 points: tuckerbalch's comment in Midterm grades posted to T-Square
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High risk investment advice for people with nothing to lose.

One of my hobbies is high risk investing. A better name for my personal investment strategy might be apocalyptic investing. I've had it happen twice now that a company I was dealing with collapsed the day after they sent me my money.
-I'm not going to tell you what to invest in, because that's not really that interesting and as with any investment, as I could be horribly wrong. I would rather tell you what stupid mistakes to avoid. I will however tell you my rationale behind my own personal decisions.
-Mainstream analysts are too optimistic. The conspiracy/very angry and disenfranchised/doomsday crowd tends to be too pessimistic and too optimistic about their own solutions. The golden mean lies somewhere in between. What you need to look for are valid holes that the very angry crowd manages to poke in mainstream projections for the future, as these are predictions that the market generally hasn't filtered out yet. Example, Paul Ehrlich had a valid point when commenting on the fact that we are running out of resources. His predictions were however simply about twenty years off. His own bias caused him to prematurely announce the end of the world.
What this means for me in practice is that I seek to invest in fat tails, that is, extreme outcomes that are perceived as unlikely but whose effects are extreme. As humans we fail to anticipate extremely disrupting events, we have a bias in favor of business as usual. When we do see an extremely disrupting event on the horizon, we tend to look for excuses to deny the threat in front of us. This is especially true for the majority of large actors on the market, people who are invested in the status quo and expect solid yearly returns, when a market is predominantly composed of such people, inefficiencies show up, especially as pessimistic people generally don't have the amount of wealth to fix such inefficiencies in the market.
Mark Spitznagel pioneered this approach to investment. It's a form of investing where radical environmentalism, libertarianism and paranoia intersect (kind of like this username I guess). It's not a very popular style of investing, as it only appeals to people who should probably be on Prozac for their own good. By staying obscure it manages to stay profitable, which brings us to the first point:
-The wise man does at once what the fool does finally. This is true for most investments. When everyone's talking about it it's time to get out.
-Daytrading Forex is gambling, and gambling is a tax on idiots. Not going to waste anymore words on that.
-If something is heavily promoted it's because those doing the promoting profit from it, not you. Example, Forex. Why do you see ads everywhere telling people to trade daily price moves on USD/JPY or USD/EUR etcetera? Because that's how brokers make money. Many people making many trades daily allows them to charge for every single trade. It's a massive scam and I would really urge everyone to stay out of it.
-Most technical analysis is bunk, avoid it. The irony is that the technical analysis that isn't bunk becomes bunk, because the market will correct itself for it. Such daily inefficiencies are mostly fixed by high frequency trading algorithms and experts at professional banks.
-The efficient market hypothesis is bunk too. Market inefficiencies do happen. The efficient market hypothesis is not consensus among economists at all and especially since the start of the great never-ending recession it has come under attack, as governments had too much faith in the market as a self-regulating complex system. Companies pursue never-ending growth of their activities, bet on their success in pursuing such never-ending growth and when they turn out to be wrong hope to be bailed out.
-Efficient market hypothesis proponents believe that sticking your money in an index fund is practically always the best decision. Problem being that was true in most of the past, but it has also been awfully wrong at times. There have been plenty of times where you had to wait twenty years or more to see your money back. In the current situation, sticking your money in the SP 500 seems a very poor decision. Mark Spitznagel tells people that the best decision regular folks can make now is to simply step out of the market and I think he's right.
submitted by accountt1234 to accountt1234 [link] [comments]

[Table] IAmA full-time Bitcoin day-trader, blogger, and explainer. I was a pro TCG player. Here until Midnight EST. AMA!

Verified? (This bot cannot verify AMAs just yet)
Date: 2014-02-20
Link to submission (Has self-text)
Questions Answers
Let's say someone was looking for a stay at home computer job, would you recommend doing what you do? Is it something you can hop into, or is it something a lot of time must be put into before considerable income comes? You handle risk and pressure well, and you don't let your emotions guide your decision-making. Professional Poker and TCG players often develop this skillset.
You have experience working with stocks, bonds, derivatives, foreign exchange, or other financial instruments. If you have a strong mathematical background, that would also likely fulfill this.
You can invest significant capital into trading while remaining financially secure if it all suddenly vanishes.
You are capable of constantly monitoring a situation, waking up in the middle of the night if an alarm goes off, etc. It requires serious dedication.
You are good at keeping up with news, understanding market psychology, and "feeling" shifts in attitude and perception among other market participants.
Of those, I'd be most cautious if you don't meet no. 3. Going bust is a real possibility--day-trading a volatile commodity is inherently extremely high-risk. Nos. 2 and 4 are the easiest to learn or force through routine. No. 1 requires a person who approaches things in an emotionally detached manner. No. 5 is something that comes with investing enough time.
Second question: I'm answering this after that big block of text because this answer will come off like a get-rich-quick scheme. Yes, you can hop into it very quickly, and you can start making very high profits very quickly. I put in a small initial investment to test the waters, and made 10% on it in a few days. If you have the right skillset, composure, and resources, yes. It is a potentially very lucrative and exciting stay-at-home job. It is not for everyone, though.
As much as it would be beneficial for me (being in the industry and all), to tell everyone it's easy and that it will help them provide for themselves I feel that people need to know the real risks that are involved. Regardless, that's all a little irrelevant. We're not playing the house, and we're not flipping coins. We're playing other investors, and we're making actual decisions. You keep saying things like "98% lose money" and "Go onto any FOREX forum, and you will see from the users posts that they pretty much all lose money" but you don't back it up. Cool, yeah, it's a zero-sum game with a rake: a little more than half of the players will lose. That's expected. They'll probably complain about it, too, huh?
Retrospect can have a very positive effect. Got any real account trading statements I can have a look at? Let's see how fast you can come up with excuses not to show me ;) I only have and need one: I have chosen not to disclose my personal valuation for privacy reasons. Same reason I've had all along. I instead publicly disclose my trades, as they happen, on my website. The posts are timestamped, and the ones that are the start of a position contain the price I entered at. Go check the posts, then go check the charts, then go check my archive. But feel free to continue to arbitrarily call my credibility into question--that makes your argument better!
What leverage do you use? In Australia the leverage is typically 100:1, perhaps that's why your not seeing how risky I deem it to be. First, our argument so far has had nothing to do with risk. Second, I told you I am leveraged 2.5:1, two posts ago. Third, you realize I'm trading Bitcoin, not ForEx, correct? And that no one in their right mind would offer 100:1 leverage on Bitcoin due to its volatility?
What's your last year's hourly salary? A year ago I was finishing up college and extricating myself from the TCG business I'd co-founded. I took very little in take-home pay over that period, but kept part ownership of the continuing business. Money isn't just about the number on your bank account--it's also about residual future income.
How many hours a week are you typically on a computer? On a computer, probably 50-55, if you add in time I spend on my phone, I'd say 65-70. Day trading takes constant watchfulness. I imagine it's like an easier version of taking care of a baby.
What are your favorite to sources of news besides waiting for it to get to the front/hot page of /Bitcoin when it's several hours old? I have an IFTTT for /BitcoinMarkets and /Bitcoin that notifies me early on about some posts.
What's the weirdest thing about your mom? She started a bookselling business online in her 50s and makes more money than me.
Or.
She's a little old lady who loves gadgets and technology.
What are your thoughts on Dogecoin and other bitcoin competitors? Do you think any have staying value? LTC.
DOGE.
NXT.
VTC.
Coins that offer something different or that have a strong community to them can be valuable prospects.
LTC is the first-mover scrypt coin - DOGE has the most non-techies interested in its success and is spreading quickly as a result - NXT is a cool generation two coin that has a lot of features BTC doesn't have - VTC is ASIC-resistant
Ok, let me spell it out to you. The retail forex market only makes up 5% of the total forex markets liquidity. The other 95% is from hedge funds and institutions. Therefore, 99% of the retail market losing their money is very possible, as that only makes up 4.95% of the whole market. Is it possible that 4.95% of the market generally loses? Yes. How is that infeasible? Nope. That's a false equivalence. It is possible that 4.95% of the market loses. It is not feasible, that, say, 99% of people with blue eyes lose. What, exactly, in empirical terms, is the difference between retail investors and hedge/institutions that causes this INCREDIBLE disparity? Would you care to respond to my above empirical argument that demonstrates that a zero-decision system is flipping a losing coin? Do you consider it feasible for 99% of people playing a 45-55 game to lose?
Are there options and/or futures markets for Bitcoin? Not really yet, but there will be more prominent ones soon. I hear about a new one pretty regularly, it seems, but nothing that seems truly legitimate has come out. I'm certainly excited for them, though.
Eventually, once Mr. Lawsky and co. get things sorted out, I'm certain we'll see a big-name investment bank start offering them.
From the time you started trading until today, what is your overall percentage return? In USD, my percentage return calculated from investment to current valuation is about 300% over a little more than 2 months.
In BTC, my percentage return calculated from investment to current valuation is about 425% over a little more than 2 months.
Using my average per-coin buy-in price, if I had just bought-and-held, I would have lost about 27% of my initial investment value.
Ben, i told you I'd be here and asking about Hearthstone first. If there's one class that needs a bit of tuning, up or down, which is it and why? I think Mage needs basic, class-level tuning. I'm not sure what needs to be done exactly, but I don't like what the Mage class power does to gameplay. I've thought some about how different it would be if it could only hit minions, and I'd want to know if Blizzard had tried that out. The Mage power is too versatile, and over the long-term I think it will prove to be problematic.
What's your favorite card? Lord Jaraxxus is my favorite card. He has a truly legendary feel to him when you play him, but your opponent can still win, even though he's very powerful.
So, where do you think we go from here? I'm currently short, but I don't expect to be so for a lot longer. I don't think we'll get past 550. I also don't expect this drop to hold on for a really long time.
I haven't seen a good, substantive rationale for what the MtGox situation really has to do with Bitcoin price. Yes, it looks bad, it certainly doesn't help with our legitimacy, but is it really worth the incredible price declines we continue to see? I don't think so. I think we are seeing these impressive declines because the price on MtGox (which is a reflection of trust in MtGox relative to Bitcoin price, not just Bitcoin price) has been declining heavily. I don't expect it to continue forever, especially not with things like the Winkdex and the accompanying ETF launching.
MtGox is basically dead to me, for now at least. The sooner everyone stops paying attention to it, the sooner we can all get back on track, which I, for one, will be quite happy about.
Do you think that it's a good thing for a game when the developers of that game discourage certain playing styles (e.g. mill decks or decks that try to win in unconventional manners) whether in hearthstone, MTG, or other TCGs? It can be. I don't want the developers metaphorically over my shoulder outlawing strategies, but I don't mind if the strategies that are "less fun" for your opponent (Draw/Go, Mill, or Hard Combo from MTG, for example) are also less powerful. Most players prefer a game where the best decks are also among the most fun, because it means that they are playing against fun decks more often. Clearly the 2-cost 3/3 will be played most often. If you fix this by making both 2-cost guys 2/2s or 3/3s, or by making one a 2/3 and the other a 3/2, then you've done something--but it's not that interesting. If you instead make the 2-cost 2/2 have text that says "While you control the 3-cost 3/3, this gets +2/+2" and you give the 3 cost 3/3 text that says "While you control the 2-cost 2/2, it has Taunt" you now have more complex cards that reward players for doing something other than just playing the best stand-alone card.
Which do you think is a better option to encourage diversity in TCGs; improving/buffing cards/decks that hardly see any play versus weakening/nerfing cards that are overwhelmingly played? This is obviously a very simplistic example, but I hope it makes the point. Games are more fun when you give players more relevant choices: buffing and nerfing cards tends not to do that as well as promoting synergies does.
Where/what is the actual money behind bitcoin? If it does exist. You might need to rephrase your question for me to understand what you're asking. If you're asking why a Bitcoin has value, the answer is the same as any other good: because someone is willing to pay it.
If you're asking why someone is willing to pay that amount, my answer would be utility.
I just got started on Bitfinex (using your referral link) and am a little intimidated. What types of trades would I recommend I try as a beginner? From there, just keep careful watch, and see what happens. Be neutral and objective toward your own hypothesis, just like in science. Don't be biased by your hopes, be focused on the reality.
So far I've only done a liquidity swap offer to try it since it seemed (nearly) risk free. Have you done any liquidity swap or is it too low in profit? If I'm not going to be able to check my computer for a day or two, or I'm uncertain of what's going to happen the next few days, I do use the liquidity swap function. It's actually very profitable, relative to traditional investments. And you're right, it is low-risk. I'm a fan. Good job selecting it if you were intimidated--that's a good place to start. As far as actually starting trading, do science. Start with a hypothesis. If you were up at 5 AM today when MtGox published their announcement, a good hypothesis might have been something like: "This announcement is going to be a blow to their credibility, and might panic the markets. We'll probably drop by some amount as a result." Invest based on it, figure out around what price you want to take profits, and at what price you'll cut your losses and get out. Stick to those determinations unless something substantive changes. The time you tell yourself you can afford to not close your position because it will "rebound" back to where you want is also the time you lose your shirt.
Is it true that you like Balloons? No, I <3 them.
Lol to the question about your mom... Ben, from my understanding Bitcoin is anonymous, does this mean that you can avoid taxation when receiving payment? Bitcoin isn't anonymous. That's actually a common misconception. It's actually pseudonymous, like Reddit. You end up with an online identity--a wallet address--that you use with Bitcoin.
If I walk up to you on a street corner and buy Bitcoin with cash, then I'm pretty much anonymous. If I buy it from a large institution like Coinbase or some other company, they will have records of the address my Bitcoin was bought for. As a result, you can trace them down, generally speaking.
As for avoiding taxation, that's a general no.
What do you think Bitcoin's biggest hurdle is and how do you think it can be overcome? Are there any misconceptions about Bitcoin that you think people have? The biggest hurdle for Bitcoin to overcome is governments. Governments have a variety of reasons not to want an alternative currency. We seem to have done pretty well on that front here in the US, but for other countries (China) that is not the case. Past that, the other major hurdle is something I consider an inevitability: consumer adoption. Business adoption has begun in earnest, consumer adoption hasn't. It will when enough businesses take Bitcoin to give it sufficient utility for the average customer.
What trading platform do you use to daytrade Bitcoin? What is the standard margin that Bitcoin brokers offer? what's the typical ask/bid spread? I primarily use Bitfinex.
Very few Bitcoin brokers currently offer leverage, Bitfinex offers 2.5:1. Over time, I anticipate it will become more like current Forex, where 10:1 or greater leverage is common.
It varies by exchange depending on their fees. Huobi charges 0% fees, so their spread is generally tiny. Some exchanges can be as wide as 1.5%. Typically, I see spreads between .5 and .7%.
Do you invest in any other type of cryptocurrency? if so, which is your favorite besides bitcoin? I currently have no other holdings, but I've held DOGE and LTC at points and am considering VTC and NXT. DOGE is probably my favorite, because if the community can keep this up for a little longer it will snowball into amaze.
Can you trade me a Jace? TMS WWK, TMS FTV, Beleren, MA, or AoT?
Beleren. M10, M11, LOR, JVC, JVCJPN, or Book Promo?
M10 and if not possible then M11. Sure.
I've been reading your blog for quite some time and especially like your summaries for recent events. Keep up the good work! Do you use strict stop-loss orders for your trades? When do you decide to close a trade? Especially in situations where you can basically see you profit/loss grow by the minute. When is enough? Do you have a longterm bitcoin investment you don't touch or do you use everything you have for trading? I do use relatively strict stop losses, but they're not stop loss orders. My conditions usually aren't just the price hitting a certain point, but instead it sustaining for a brief period, or hitting it with a certain volume, or with a certain amount of resistance to retreat. I don't want my stop loss to be triggered by some idiot who dumps 300 BTC and temporarily drops the price 15, but only ends up really dropping it 3. I am very strict with myself about this, though, generally speaking--if I can't trust promises I make to myself, what good am I?
Let's say for example you have a sum x dollar and a sum y bitcoin on your trading account. How much % of x or y do you risk at every trade? I've seen a formula for the max. amount of investment and read numerous times that traders shouldn't risk more than one or two percent of their "bankroll". Do you generally have dollar and btc or just one of them at any given time? 100% of funds in every trade, so long as all funds are easily moved into the position. Common exceptions are lack of liquidity and funds being on other exchanges. My reasoning for being all-in all-the-time is that it's a profit-maximizing move. It is also risk-maximizing. My risk tolerance is infinite; most people's isn't. Only ever one. Generally BTC if I'm long, dollar if I'm short. I prefer to double-dip, as otherwise it would be in contradiction to the 100% plan. I use everything I have for trading. Again, profit-maximization, infinite risk tolerance.
I decide a closing price when I'm near either my stop loss or my profit aim. I place a limit order or multiple limit orders wherever I need to. I avoid market orders whenever possible. Enough is when I hit my goals or my loss tolerance. I decide these at the start, but I frequently re-evaluate them as news and market conditions develop.
What is a typical bid/ask spread for Bitcoin? It depends what exchange you're looking at, but generally .5-.7%.
What's the best way to popularize Bitcoin among the masses? Add your own but would love your thoughts on: -microtransactions developing nations -gift economy (tipping) I would suggest just running around shouting "You get to be your own bank" is probably the best way.
In all seriousness, though--we don't need to try. It's going to happen on its own from now on, as the news media slowly starts to pick up the story. People will start appearing on TV talking about it with more and more frequency. Things like the Dogelympic teams are great PR and help boost it up, as well, of course, but in general it's just going to follow the adoption curve of every other technology.
If it picks up in a few developing nations that have stable internet, it will be a massive revolution for them. Self-banking can do a huge amount of good for an economy like theirs. We might see reports on that. If a major newspaper decides to run a permanent paywall like what the Sun-Times tested recently, that could be big as well. The slow PR from tipping on Reddit is another way, to be honest. Every bit helps, but the cryptocurrency community is now large enough that we're going to do a significant amount of organic, word-of-mouth style growth.
Do you think that a magic game could beat harthstone? If they do a good job, absolutely. They have to focus on the right things. It needs to be mobile-available, easy to pick up and play, and fun.
Is there a good crypto currency to get in on now, before it explodes like bitcoin did? There are plenty of options. Check out coinmarketcap.com. Fair warning, there are plenty of horrible things there--treat it kind of like penny stocks. I like BTC, LTC, DOGE, NXT, and VTC.
Also, why is it such a pain in the ass to buy them with actual money? Like you have to have bitcoins to buy other crypto currency. It's such a pain to buy them with USD because no one has made a good system to do it on, like Coinbase. If you think there's a desire, go do it!
Well the way I look at it, is how the hell else would you be able to buy them? Not everyone has piles of bitcoins lying around and I really don't want to spend $600+ on a single bitcoin just to buy some other currencies. Ah, I see the problem! You can buy fractions of a Bitcoin using Coinbase--I think .01BTC (~$6) is their minimum.
The March 2013 appreciation was from American and European investors and November 2013 was mainly from Chinese investors. Which group of people do you think will be the next to buy (I hate using the word invest when talking about bitcoin) bitcoin for investment purposes? American institutional and hobby investors. That is, Wall Street and people who pay attention to Wall Street.
Which do you think will be a better long term (~5 years) investment, Bitcoins, Litecoins, Dogecoins, Fetch Lands, Shock Lands, or Original Dual Lands? Does it change for ~10 years? Either Bitcoin or Fetch lands for 5 years. For 10 years, Bitcoin. I'd be worried about the 10-year view for paper MTG.
Ive been mining Bitcoins for years now, i have a good sum im my wallet but i never plan to use them. Does this make me a bad person? Approximately yes.
Ben, I should've simultaneously copied and pasted all of my questions from the Spreecast over to here but here are a few... It seems like the conspiracy crowd has really latched onto the idea of Bitcoin as being a discreet form of currency. If Bitcoin is backed up by the internet why would people choose having a currency that's being tracked over say cash, gold, different commodities? Having a currency be tracked has negatives and positives, but it's overwhelmingly positive for the average consumer. Because it's tracked, you don't need to pay someone to move your money for you. There also are no chargebacks, which means merchants aren't getting scammed and passing those costs onto consumers. Theft costs everyone money. It's also very fast--transactions confirm in just 10 minutes, regardless of size or where it's going. Transferring dollars from here to China is very difficult--transferring Bitcoin? Just as easy as from anywhere else to anywhere.
My job is a mix of voodoo, intuition, science, and news. In USD, my percentage return calculated from investment to current valuation is about 300% over a little more than 2 months.
No, just gambling. In BTC, my percentage return calculated from investment to current valuation is about 425% over a little more than 2 months.
Anyway, how have the profits been from start to finish compared to the market? Using my average per-coin buy-in price, if I had just bought-and-held, I would have lost about 27% of my initial investment value.
Are you willing to disclose how much you have in your trading portfolio/what kind of profit you turn both % and $ wise? In USD, my percentage return calculated from investment to current valuation is about 300% over a little more than 2 months.
In BTC, my percentage return calculated from investment to current valuation is about 425% over a little more than 2 months.
Using my average per-coin buy-in price, if I had just bought-and-held, I would have lost about 27% of my initial investment value.
What would you say is the easiest method of shorting bitcoin or any other coin? For shorting Bitcoin or Litecoin, check here.
For other coins, there isn't really a good way yet, to the best of my knowledge. A few exchanges have plans to add short-selling, but Bitfinex is really the only one I know of that has.
What did you have for breakfast today. Didn't breakfast, was delicious.
Hey Ben, I know next to nothing about Bitcoin. I went to /bitcoin after seeing this AMA on your FB, and I noticed that everyone is going apeshit over "Gox". I have no idea what that means or why everyone is so sad/angry/suicidal. MtGox (which originally stood for Magic the Gathering Online eXchange) was the first prominent Bitcoin exchange. They've been going through some rather rough times lately, some of which I was an early cataloguer of here. In short, everyone is freaking out because the exchange may be insolvent. It's not really a big deal to Bitcoin as a whole, but it's certainly an obvious blow to credibility. In my view, people are primarily upset because MtGox has been a part of Bitcoin for a very long time, and it can be hard to let go of what we're used to. I expect that they will either fix the issues or will go out of business officially very soon.
Please explain what happened.
Tell me every artist in your iTunes. Daft Punk, detektivbyrån, Kid Cudi, Matisyahu, The White Panda.
Spotify for life, yo.
Follow up question, what % are you in BTC vs Fiat and when you are on the losing side of a trade do you find your self dumping in more to get right or do you pull the cord Unless my positions are on different exchanges or in different coins, they're all always 100% of what I'll put into that trade at entrance and exit. As a result, I end up with a binary choice: stay or reduce/close. I very rarely reduce position size, nearly always preferring to just end the position instead.
Last updated: 2014-02-25 04:57 UTC
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