Bollinger Bands - Forex Technical Analysis

Profitable Forex Strategy Reddit | 3 Easy Forex Strategies Easy For MT4

Profitable Forex Strategy Reddit | 3 Easy Forex Strategies Easy For MT4

The need for a trading strategy in Forex market

https://preview.redd.it/r6u8stdmeaw51.jpg?width=1320&format=pjpg&auto=webp&s=1b0292502d6e68f5c220af5a5851aeb8061b395b
Almost all trading manuals talk about the need to have your own trading strategy. First of all, the process of creating your trading scheme allows you to perfectly understand trading and exclude from it any eventuality that hides additional risk.
Profitable forex strategy: it is a type of instruction for the trader, which helps to follow a clearly verified algorithm and safeguard his deposit from emotional errors and consequences of the unpredictability of the Forex currency market.
Thanks to her, you will always know the answer to the question: how to act in certain market conditions. You have the conditions of opening a transaction, the conditions of its closing, likewise, you do not guess if it is time or not. You do what the trading strategy tells you. This does not mean that it cannot be changed. A healthy trading scheme in the forex market must be constantly adjusted, it must comply with the realities of current market trends, but there must be no unfounded arguments in it.
>>> Forex Signals With Unbeatable Performance: Verified Forex Results And 5° Rated On Investing.com |Free Forex Signals Trial: CLICK HERE TO JOIN FOR FREE

Profitable Forex Strategy Reddit

Types of trading strategies
The forms of a trading strategy can combine a variety of methods. However, several of the most commonly used options can be highlighted.
  • Trading strategy based on various complementary technical indicators
  • Trading strategy using Bollinger Bands
  • Moving Average Strategy
  • Technical figures and patterns
  • Trading with Fibonacci levels
  • Candlestick trading strategy
  • Trend trading strategy
  • Flat trading strategy
  • Scalping
  • Fundamental analysis as the basis of the strategy

Three most profitable Forex strategies

Important! These strategies are the basis for building your own trading system. Indicator settings and recommended pending order levels are for consultation only. If you do not get a satisfactory outcome in the test result or in a live account, that does not mean that the problem is the strategy. It is enough to choose individual parameters of indicators under a separate asset and under the current market situation.

1. “Bali” scalping strategy

This strategy is one of the most popular, at least its description can be found on many websites. However, the recommendations will be different. According to the author's idea, "Bali" refers to scalping tactics, as it facilitates a fairly short stop loss (SL) and take profit (TP). However, the recommended time frame is high, because the signals appear not very often. The authors recommend using the H1 interval and the EUR / USD currency pair.
Indicators used:
  • Linear Weighted Moving Average. Period 48 (red line).
https://preview.redd.it/9mhs67mxeaw51.jpg?width=461&format=pjpg&auto=webp&s=913d428edd4cab0a3237e7039829a76dd587f1f5
The weighted linear moving average here acts as an additional filter. Due to the fact that LWMA gives more weight to the values ​​of the last periods, the indicator in the long periods practically excludes delays. In some cases, LWMA can give a signal beforehand, but in this strategy only the moving position relative to price is important. Bearish LWMA is a buy signal, sell bullish.
  • Trend Envelopes_v2. Period 2 (orange and blue lines).
https://preview.redd.it/8bap0s41faw51.jpg?width=627&format=pjpg&auto=webp&s=a6236ad06765280bbfd655fa1fb4153b28aaaf56
The indicator is also based on the moving average, but the formula is slightly different for the calculation. Its marking is more precise (the impact of price noise has been eliminated). It allows you to identify the twists of the trend compared to the usual mobile with a slight anticipation. Trend Envelopes has an interesting property: the color of the line and its new location changes when the price penetrates its old trend line, a kind of signal.
  • DSS of momentum. The configuration in the screenshot below.
https://preview.redd.it/9ch27cj4faw51.jpg?width=630&format=pjpg&auto=webp&s=00558bbd90378009bef33b7c96c77f884b912667
The indicator is placed in a separate window below the chart. This is an oscillator whose task is to determine the pivot points of the trend. And it does so much faster than standard oscillators. It has two lines: the signal is dotted, the additional line is solid, but the receiver has 2 kinds of colors (orange and green).
  • Important! Note that the indicators for the “Bali” strategy are chosen in such a way as to ultimately give an early signal. This gives the trader time to confirm the signal and check the fundamentals.
MA is one of the basics on MT4, the other two indicators can be found in the archive for free here. To add them to the platform, click on MT4: "File / Open data directory". In the folder that opens, follow the following path: MQL4 / Indicators. Copy the flags to the folder and restart the platform.
Also Read: Make Money With Trading
Conditions to open a long position:
  • Price penetrates the orange Trend Envelopes line from the bottom up. At the same time in the same candle there is a change of the orange line that falls to a growing celestial.
  • The candle is above LWMA. Once the above condition has been met, we wait for the candle to appear above the moving one. It is important that it closes above the LWMA red line. It is mandatory to have a Skyline Trend Envelopes on a signal candle.
  • The additional DSS of momentum line on the signal candle is green and is above the dotted line of the signal (that is, it crosses or crosses it).
We open a trade at the close of the signal candle. The recommended stop level is 20-25 points in 4-digit quotes, take profit at 40-50 points.
https://preview.redd.it/t48d55s8faw51.jpg?width=1000&format=pjpg&auto=webp&s=1e93863745e74dec536178539817225767cbeb1c
The arrow indicates a signal candle where a Trend Envelopes color change occurred. Note (purple ovals) that the blue line is below the orange line and goes upwards (in other cases the signal should be ignored). In the signal candle, the green DSS of momentum line is above the dotted line.
Conditions to open a short position:
  • Price penetrates the Trend Envelopes sky line from top to bottom. At the same time in the same candle there is a change from the increasing celestial line to the falling orange.
  • The candle is below LWMA. Once the above condition has been met, we wait for the candle to appear below the mobile. It is important that it closes below the LWMA red line. It is mandatory to have an orange Trend Envelopes line on a signal candle.
  • The additional DSS of momentum line on the signal candle is orange and is below the dotted line of the signal (i.e. crosses or crosses it).
https://preview.redd.it/6uixkl1dfaw51.jpg?width=1000&format=pjpg&auto=webp&s=dd53442c633e80c1e55da72cd5ffe9cda2e85b8a
Some examples where a transaction cannot be opened:
  1. In the screenshot below the signal candle closed at the moving level (red line), it was practically below it.
https://preview.redd.it/2o1wpocgfaw51.jpg?width=1000&format=pjpg&auto=webp&s=58d3286bf2884b5f0dfdaa0a62b68d2d50cdabf8
  1. In the screenshot below the signal candle is DSS below its signal line. Also, the celestial line is horizontal and not ascending.
https://preview.redd.it/1nfi1etjfaw51.jpg?width=801&format=pjpg&auto=webp&s=ff9fcbc10a485c5102ef7a135de47332827caf54
The signals are relatively rare, a signal can be expected for several days. In half the cases, it is better to control the transaction and close in advance, without waiting for profit taking. We do not operate at the time of flat. Try this strategy directly in the browser and see the result.
>>> Forex Signals With Unbeatable Performance: Verified Forex Results And 5° Rated On Investing.com |Free Forex Signals Trial: CLICK HERE TO JOIN FOR FREE

2. “Va-Bank” candle strategy

This profitable Forex strategy is weekly and can be used on different currency pairs. It is based on the spring principle of price movement, what went up quickly, sooner or later must fall. To trade you will only need a schedule on any platform and W1 time frame (although the daily interval can be used).
You should estimate the size of the candle bodies of different currency pairs ( AUDCAD , AUDJPY , AUDUSD , EURGBP , EURJPY , GBPUSD , CHFJPY , NZDCHF , EURAUD , AUDCHF , CADCHF , EURUSD , EURCAD , GBPCHF ) and choose the largest distance from the opening to the close of the candle in the framework of the week. In this to open a transaction at the beginning of the following week.
Conditions to open a long position:
  • The bearish candle, which signifies last week's movement, has a relatively large body.
Open a long position early next week. Make sure to place a stop loss at 100-140 points and a take profit at 50-70 points. When it is midweek, close the order if it has not yet been closed at take profit or stop loss. After that, wait again for the beginning of the week and repeat the procedure, in any case do not open operations at the end of the current week.
https://preview.redd.it/vuihnqspfaw51.jpg?width=1000&format=pjpg&auto=webp&s=7641e9d7701911cc255c4f0c8a53e1660c35c9fe
On this chart it is clearly seen that after each large bearish candle there is necessarily a bullish candle (although smaller). The only question is what period to take where it makes sense to compare the relative length of the candles. Here everything is individual for each currency pair. Note that a rising candle was observed followed by a few small bearish candles. But when it comes to minimizing risks, it is best not to open a long response position, as the relatively small decline from the previous week may continue.
Conditions to open a short position:
  • The bullish candle, which signifies last week's movement, has a relatively large body.
We open a short position early next week.
https://preview.redd.it/tv4zmf5ufaw51.jpg?width=1000&format=pjpg&auto=webp&s=61cd1dcfc4aebfa6f80343b6c51f7a6e46358602
The red arrows point to the candles that had a large body around the previous bullish candles. Almost all signals turned out to be profitable, except for the transactions indicated by a blue arrow. The shortcomings of the strategy are rare signs, albeit with a high probability of profit. The best thing is that it can be used in several pairs at the same time.
This strategy has an interesting modification based on similar logic. Investors with little capital opt for intraday strategies, as their money is insufficient to exert radical pressure on the market. Therefore, if there is a strong move on the weekly chart, this may indicate a cluster of large strong traders. In other words, if there are three weekly candles in one direction, it is most likely the fourth. Here you also have to take into account the psychological factor, 4 candles is equal to one month, and those who "push" the market in one direction, within a month will begin to set profits.
Strategy principle:
  • A "three candles" pattern (ascending and descending) formed on the weekly chart.
  • It is preferable that each subsequent candle was larger than the previous one. Doji is not taken into account (disembodied candles).
  • Stop is placed at the closing level of the first candle of the constructed formation. Take profit at 50-100% of the last candle, but it is often better to manually close the trade.
An example of this type of formation in the screenshot below.
https://preview.redd.it/iu7cwa7xfaw51.jpg?width=1000&format=pjpg&auto=webp&s=9195d24b72d2bda5394614380e9e5bc167f108a5
Of the 5 patterns, 4 were effective. Lack of strategy, the pattern can be expected 2-3 months. But when launching a multi-currency strategy this expectation is justified. Consider swaps!
>>> Forex Signals With Unbeatable Performance: Verified Forex Results And 5° Rated On Investing.com |Free Forex Signals Trial: CLICK HERE TO JOIN FOR FREE

3. Parabolic Profit Based on Moving Average

This strategy is universal and is usually given as an example for novice traders. It uses classic EMA (Exponential Moving Average) indicators for MT4 and Parabolic SAR, which acts as a confirmatory indicator.
The strategy is trend. Most sources suggest using it in "minutes", but price noise reduces its efficiency. It is better to use M15-M30 intervals. Currency pairs - Any, but you may need to adjust the indicator settings.
Indicators used:
  • EMA with periods 5, 25 and 50. EMA (5) in red, EMA (25) and EMA (50) in yellow. Apply to Close (closing price).
https://preview.redd.it/ly7ju8o3gaw51.jpg?width=1000&format=pjpg&auto=webp&s=61dee5b0d994d09a375e01e2b9afe188dd2ee0ed
  • Parabolic SAR, parameters remain unchanged (color correct at your discretion).
https://preview.redd.it/sonpv1m8gaw51.jpg?width=1000&format=pjpg&auto=webp&s=823e9ce5d279d3a98ef072694766a112a3ece775
Conditions to open a long position:
  • Red EMA (5) crosses the yellows from bottom to top.
  • Parabolic SAR is located under the sails.
Conditions to open a short position:
  • Red EMA (5) crosses the yellows from top to bottom.
  • Parabolic SAR is located above the candles.
The transaction can be opened on the same candle where the mobile crossover occurred. Stop loss at the local minimum, take profit at 20-25 points. But with the manual management of transactions you can extract great benefits. For example, close at the time of the transition from EMA (5) to a horizontal position (change of the angle of inclination of the growth to flat).
https://preview.redd.it/4un92jlegaw51.jpg?width=1000&format=pjpg&auto=webp&s=406a700c00722349622d031e20d0858e4196d18b
This screen shows that all three signals (two long and one short) were effective. It would be possible to enter the market on the candle by following the signal (in order to accurately verify the direction of the trend), but you would then miss the right time to enter. It is up to you to decide whether it is worth the risk. For one-hour intervals, these parameters hardly work, so be sure to check the performance of the indicators for each period of time in a minimum span of three years.
And now that you know the theory, a few words about how to put these strategies into practice.
Ready? Then let's get started!

From the theory to the practice

Step 1. Open demo account It's free, requires no deposit, takes up to 15 minutes, and no verification required. On the main page of your broker there is for sures a button "Register", click and follow the instructions. An account can also be opened from other menus (for example, from the top menu, from the commercial conditions of the account, etc.).
Step 2. Familiarize yourself with the functionality of the Personal Area. It won't take long. It is at the most user friendly and intuitive. You just need to understand the instruments of the platform and understand how the trades are opened.
Step 3. Launch the trading platform. The Personal Area has the platform incorporated, but it is impossible to add templates. Hence, the "Bali" and "Parabolic Profit" strategies can only be executed on MT4.

Characteristics of an effective Forex strategy Reddit

And finally, let's see what makes a profitable Forex strategy effective. What properties should it have? Perhaps three of the most important characteristics can be pointed out.
  • The minimum number of lag indicators. The smaller they are, the greater the forecast accuracy.
  • Easy. Understanding your strategy is more important than your saturation with complex elements, formulas, and schematics.
  • Uniqueness. Any trading strategy must be "tailored" to your trading style, your character, your circumstances, and so on.
It is very important to develop your own trading strategy, but it is necessary to test a large number of already available and proven strategies. On the Forex blog you will find trading strategies available for download. Before using a live account, test your chosen strategy on the demo account on the MetaTrader trading platform.
Conclusion. To successfully trade the Forex currency market, create your own trading strategy. Learn what's new, learn out-of-the-box trading schemes, and improve your individual action plan in the market. Only in this case, the trading results will satisfy you to the fullest. Success, dear readers!
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Join the community for more articles on trading and making money on the Forex and Stock market.
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Disclosure: This post contains affiliate links, if you click and make a purchase I may receive a commission - This has NO extra cost for you.
submitted by kayakero to makemoneyforexreddit [link] [comments]

I've been thinking a lot about my own trading and have come to some harsh conclusions. It's time we discuss some hard truths about technical analysis, mechanical trading, and psychology I think many of us don't want to accept.

I've had a rough week and it sounds like I'm not the only one. This week has wiped out my gains since July 1st, and I'm finding myself ever-so-slightly in the hole this month so far. I've made money every other month I've traded, so I'm not writing myself off as a failure, but nevertheless, I've done some digging to try and figure out what I'm struggling with. I hope the following observations about my own trading resonate with some of you and can help us all become better traders.
First off: Fundamental/technical analysis. Since I started with forex a few years ago, I've put 100% of my time and effort into studying technicals. I think many traders, myself included, are drawn to technical analysis because we fall into the trap of thinking "If I just figure out what combination of indicators/chart patterns/algorithms work for me, trading will be smooth sailing." Being able to take a formulaic approach is incredibly appealing because it's much easier to simply check off a list of criteria than it is to interpret more nuanced information. For me, I found success drawing supply and demand zones, using Bollinger Bands to visualize market structure, and confirming reversal patterns with stochastics to trade from one zone to the next. I even studied the math behind those indicators to make sure I fully understood how they worked so I could identify their limitations, and for the most part, the strategy made money. Nevertheless, if I had a dollar for every time I take what I think is a perfect setup, then the market takes me on a wacky-ass ride of unexpected "crazy bullshit" that stops me out, I wouldn't be trading for a living. After some introspection, my conclusion is that those moments are not "crazy bullshit", but rather are the results of factors that fall outside of the (actually very narrow) scope of technical analysis. This has been hard to accept, as I previously learned technical analysis was perfectly viable as a sole perspective. I was taught that the market can be predicted based on analyzing past behavior. It seems obvious now, but when I think about it, no combination of chart patterns or indicators can predict next week's unemployment figures, interest rates, or what announcements (or blunders) world leaders are going to make on the global stage. Technicals work, but they only work when the market is reacting to fundamental factors, and as soon as a new fundamental change comes along, every bit of technical analysis used until that point becomes obsolete. What I'm trying to say is, at the very least, I need to be able to understand when, why, and how the game is going to change if my technicals are going to serve me. As such, I need to stop shirking fundamental analysis. It's time I start paying attention to that economic calendar and put in the effort to learn what each event means and how to interpret the results to figure out how the market will react. It's simply not as easy as looking at the technicals. It should be obvious that there's no magic formula to trading, but many of us try hard to avoid coming to terms with the fact that there's a lot more to "analysis" than just price action, risk management, and indicators.
The problem is we as traders want trading to be easy. It's a career that society glorifies, and even if we tell ourselves we know it's not a get-rich-quick scheme, we still want to "figure it out" so we can spend a few hours a week scribbling on our charts and making simple black and white decisions while we kick back and "live comfortably". And so we try to trick ourselves into thinking it is easy by endlessly parroting mantras like "Risk management is all that matters" and "Trading is 100% psychology" and "All you need to do is find the strategy that works for you and stick to it." The first two are certainly pieces of the puzzle, but there's so much more to the big picture.
The last mantra isn't even remotely true, and brings me to my second point, which thankfully is something I figured out early in my career, but it's too related to the previous topic to not mention: Mechanical strategies. The sentiment that you need to clearly define a precise, detailed strategy and always stick to it is another lie to make trading seem simpler than it really is. Even when I was just starting to demo trade, I was finding trades that would tick all the boxes outlined by my strategy, but my gut would hesitate. Long after I identified that problem, I also began to notice that I'd be forcing myself to hold onto trades, even if they were not moving as fast or far as I initially thought they would. Once I decided to leave room for my own instinct and discretion, I became much more successful. It's important to understand your strategy is a set of rules you yourself made up. If your strategy does not line up with your own professional opinion of the situation based on your personal experiences and observations, you need to find out why. Yes, you absolutely should draw on your past experiences and be consistent in how you examine the market, how much you risk, and what tools you use, but give yourself enough credit to form your own opinions. The market is not consistent. Do not expect to succeed by applying one cookie-cutter set of rules to different currencies, at different times, during different events. Long-term success in any other line of work is dependent on critical thinking and the ability to adapt to an ever-changing world, and forex is no different. It's not simple, it's not easy, and you will have to make difficult decisions.
This wound up being longer than I anticipated, so thanks for reading. I'm eager to hear everyone's thoughts on these topics, so please share them.
submitted by TheFOREXplorer to Forex [link] [comments]

Swing Trading: Learn How To Accurately Swing Trade For Free

Among the most popular forms of trading, suitable to all levels of experience, is to learn how to balance trade.
The idea behind swing trading would be to identify a market swing low and change it to a market swing high.
And if you're able to get in early enough by swinging high or swinging low, there's a fair chance you 're going to make a reasonable profit.
Since swing trading is not just a well-established type of trading.
Swing trade definition: is a trading style aimed at catching market reversals, targeting small to medium-term market losses over a restricted duration of two weeks.
Swing traders rely primarily on technical analysis to identify opportunities.
SWING TRADING VS DAY TRADING
There may be a fine line between swing trading and day trading.
Thanks to the nature of swing trading looking at swing highs and swing lows, swing traders are more likely to see them during the day.
The key difference between a swing trader and a day trader is usually based on the system used.
Whereas, a day trader may use a variety of technical indicators such as the moving average or the Bollinger bands to generate business ideas.
Compare the two trading styles: Swing trading is always a lot more relaxed, and their charts are much smoother and easier, and they tend to follow the trend.
Is SWING TRADING PROFITABLE?
All forms of trade are profitable.
Swing traders have a greater chance of making profits because of the inherent risk-reward that comes with seeking swing trading.
Thanks to swing trading, it is not uncommon for most swing traders to settle for a one to three risk-to - reward ratio.
At a beginner's point of view, it is more than possible to be profitable by swing trading: it will take time to take risks Many losses can take place, but this is all part and parcel of the usual cycle of being a good forex trader.
If you want to learn more about swing trading, then click the link below:
https://www.alphaexcapital.com/swing-trading/
submitted by AlphaexCapital to AlphaexCapital [link] [comments]

What is the most reliable forex indicator?

Here i have given a brief explanation about Forex indicator. This will help you to get basic knowledge about this. If it is also not clear then don’t hesitate to Learn about MT4 indicators .You will get more information there, There are thousands of indicators that are used to find opportunities in the market and profit from them. However, most of them do not give good signals and will get you in the market late. In this article we will present several indicators which are the most accurate and give the biggest trading edge. 1584890638387.png The Bollinger Bands: The Bollinger Bands were developed 20 years ago by John Bollinger, and were designed to show the volatility of the market on the screen in an easy-to-comprehend manner. They give very good signals and can be used as support\resistance indicators, telling us - before the move occurs - that a reversal is prone to happen. When price touches the lower band it is oversold, and when price touches the upper band it is overbought. The trading method for the Bollinger Bands is basically to look for price-action support and resistance levels, and confirm them with bounces on the Bollinger Bands themselves. This results in very high win rate and consistent profits. The Relative Strength Index (RSI): The Relative Strength Index was developed 30 years ago by J. Welles Wilder, and is considered a powerful trading indicator that also has a predictive edge in the markets. It tells us when the price is overbought\oversold before the trends begin, so we can enter early and have great reward with little risk. The signals it gives are usually very accurate, and if confirmed using the Thomas DeMark mild bounce system it can even reach 70-80% win rate (depending on the timeframe). It is a very accurate indicator that we highly recommend. Simple Moving Average: The Simple Moving Average, or the SMA, is an interesting trading indicator that most traders do not use in the right way. Most traders use it as a trend-following indicator to enter trades after a trend has been established, however we use it in an entirely different way. The most accurate and predictive way to use the SMA is in the bounce method: we wait for trend to establish, but instead of randomly entering, we wait for price to retrace to the moving average and bounce off it. Once a reversal signal is given we enter a trade in the direction of the trend with stop loss right below the moving average, thus entering at a tactical point with small stop loss and huge reward. The 3 indicator described above are the most accurate indicators for trading Forex and stocks, and have proven themselves in countless opportunities.
submitted by Rongpure1 to u/Rongpure1 [link] [comments]

ATTENTION, week old reddit account who’s about to post a screenshot of your first dozen winning trades!

Hey there, thanks for stopping by before you almost posted that inexperienced humble brag. You just saved yourself a lot of suffering.
So you’ve finished for first week/month of trading and you’ve seen pretty much nothing but green! Congratulations. When you’re completely new to something and you see a small bit of success, you have no perspective of fear or self doubt. When you have no inhibition and loads of confidence, it really does allow you to self actualize results for a solid stretch.
That stretch eventually ends. You’ll learn the fear after the market bites a larger chunk out of you than expected and start you’ll closing winning trades early while letting losing trades run. Before that happens you’re inexperienced, but have confidence. Afterwards, you have no confidence and no experience. That’s a much harder scenario to perform in.
I highly encourage you to briefly read into the Dunning Kruger effect, chances are you’re an unwitting victim at the peak of the aptly named “mount stupid.” You believe you can outperform billions of dollars of institutional order flow by using nothing but some lines and an indicator on its default setting, which, I was not immune to believing when I first started trading as well. It feels damn good to briefly outperform all those “so called experts.”
So why am I making this post? Since I started frequently browsing this subreddit while babysitting my trades, I have seen literally dozens of the aforementioned posts. A screenshot of maybe a dozen trades from a completely green trader with a week old reddit account, typically followed by a meagerly explained chart and a very “strong” prediction.
“Ah, well I’ve won those previous trades, if I had used five times as much leverage on them I would have made SO much money! I’ll just increase my leverage on the next trade since I’ve got such a strong winning streak!”
I cannot recall of a single instance where an author of these kinds of posts lasted more than a week or two. The account is deleted, and someone invariably posts “hey, what happened to insert username here?” It’s probable they liquidated their position.
If you still intend to make this kind of post, I wish I could purchase a contract that’d pay me out if you liquidate your account within the month. Hell, I’d prefer to just buy those contracts over actually trading. The probabilities are way better.
So what’s the alternative?
  1. Immediately reduce your account size to 1/10th of its current size and don’t increase it until you’ve completed over 200 trades. You need a large sample size to actually gauge profitability. Backtesting isn’t good enough. The human element (you) can be the flaw in a winning strategy.
  2. Read books. Bollinger on Bollinger bands, Macro to micro and Volatility Illuminated are all must reads.
  3. Never risk more than 1% of your account on any given trade. If you’re on 2x leverage and are using 100% of your account on the trade, you can use a 0.5% stop loss. If you’re on 10x leverage and utilizing half of your account, you can use a 0.2% stop loss. And so on. This ensures your account never goes to zero.
  4. Learn the math and reasoning behind your indicator. Why does it work? Not how to use it, by WHY does it work. “It’s a proven standard, everyone else uses it, it’s the golden rule, or it’s worked in the past so it will work again” are all appeal to authority fallacies. A compass doesn’t work because of the aforementioned reasons right? Not knowing why it works means you won’t be able to recognize the conditions where the indicator will fail.
For the love of god, when you hit that losing streak don’t increase your position size. “My account is in the red, all I need to do is make it all back in one or two trades then I can go back to my strategy!” Nope. Don’t do it. That’s how you get a margin call.
If an open position feels like it’s put a hole in your chest, close it. You’ll quickly learn it’s not sustainable for your account OR your emotional health.
You are valuable and capable of great things. Capable is the key word, you are unrealized potential. The status quo in forex trading is slowly bleeding funds over months and years from the deceptive comfort of the dogma of your strategy and undeserved confidence. Rise above the lowest common denominator.
Thanks for reading, I had fun typing this. I’ve been trading for just under four and a half years now and have been going full time for a year and a half. I’d be happy to answer any questions or provide resources.
Edit: Since this has been well received, if you see someone make the “peak of mount stupid screenshot” post, link this rant in the comments!
submitted by FallacyDog to Forex [link] [comments]

Simple trend oscillator EA

TLDR; Learn from scratch or pay to get a code to build off
I have a strategy I traded manually last semester on forex that netted me some gains. (Around 3 percent over 40 trades). Unfortunately I no longer have the tabulated results so take it as you wish.
The strategy only profited around 40 percent of the time at what was ideally a 2 to 1 risk. Problem is I can't really evaluate the efficacy for it because it took almost a couple of months to make those 40 trades on 1 min timeframes on forex pairs. Not to mention all the liberties I took exiting early.
I intend to try to make an EA out of this on MT4 so i can really test it in a truly mechanical environment and learn from the shortcomings/advantages of this strategy. But I am not proficient at coding, I only know abit of C++ and MATLAB. So I am considering either going at it myself or hiring someone to code it for me (Python -> ZMQ -> MT4).
Heres the strat: It might be stupid but I think there will be alot to learn watching it fail. https://drive.google.com/file/d/1gOuUCGjfqcvEmSfbI1REEUBN-UWlUf0J/view?usp=sharing
Basically, it uses ATR for the exit sizes, Bollinger band and MA crosses for entry and direction. If it closes out of the money it will wait until the MAs cross before entering a trade again. Only one trade will be opened at one time. This is a pretty vanilla idea that can be found all over the internet tbh. But I want to see how and why it wouldn't work.
Will this be too difficult of a maiden project on MT4? Should I learn and build off of a sample code instead?
submitted by hng017 to algotrading [link] [comments]

Best Crypto Trading Bots 2019

Best Crypto Trading Bots 2019
WolfpackBOT - The World's Fastest Crypto Trading Bot

https://preview.redd.it/s5j8hgsgsi131.png?width=799&format=png&auto=webp&s=e0e5597fa32aa74f78fcfbb5cc08d143f8b8ca3b
There are basically two different ways you can make mazuma from digital currencies. You can purchase a couple of coins currently, hold them for an extensive period and offer them after the esteem has risen significantly or you can get started with exchanging digital forms of money, here once more, you can exchange physically or run with the best crypto exchanging bots. While holding cryptographic money for a more drawn out term has turned out to be fulfilling, it takes a bounty of time and tolerance for you to optically observe the estimation of your speculation increase.If you are somebody, who does not have the persistence to hang tight for so long, at that point digital currency trading provides you with the immaculate chance to make some mazuma. Numerous prosperous digital currency dealers do recommend you purchase low and sell high. In any case, this is easier verbalized than done.
Digital currencies have been cosmically unpredictable since the earliest reference point. They are the main tradable resources whose esteem shifts in twofold digit rates every day. The cost does not generally go up either. Along these lines, timing the market is the way to turning into a prosperous cryptographic money merchant.
Exchanging digital money isn't any advanced science. All you require is a record on a digital money trade and some cryptographic money in your wallet. This would have been the situation, had you started exchanging these computerized resources route in 2010.
Presently, on the off chance that you try to put in any limitation request on any famous cryptographic money trade, you will outwardly see another application set appropriate above you're, putting forth a superior arrangement. Hence, you are constrained to put orders at market esteem.
The way that a superior offer quickly negated your offer does not assign that somebody is continually crushing before the PC. You just set off crypto exchanging bot when you submitted your request. The best bitcoin exchanging bots have surmounted the whole cryptographic money exchanging biological system, and this is primarily because of the way that they are more effective than people, particularly when it comes down to exchanging.
Presently that you ken that bots have surmounted the crypto exchanging market, you more likely than not understood as of now that the chances of making mazuma when piled facing a great many bots are cosmically svelte.
You could ace all the distinctive specialized investigation strategies and exceed the bots. In any case, in addition to the fact that this is tedious withal very tedious. So instead of investing more energy finding out about the specialized investigation, you can set up the crypto exchanging bots all alone. By the end of this article, not exclusively will you ken probably the most profitably rewarding cryptographic money exchanging bots out there, yet moreover will be enabled with the intelligence of winnowing your very own exchanging bot later on.
Variables to Look for When Culling the Best Crypto Trading Bots
  1. Dependability
A standout amongst the most vital viewpoints to consider is the dependability of an exchanging bot. You would not operate to lose on a brilliant open door because your crypto bot went disconnected or stopped working for quite a while.
You may contend that there is no real way to make sure about the dependability of a specific exchanging bot. Notwithstanding, you aren't the just a single using a bot. Scan for what alternate clients who have used a particular bot need to verbally express about its consistent quality or basically allude to our rundown of the best bitcoin exchanging bots underneath.
  1. Security
With regards to cryptographic forms of money, you can't inculpate anybody yet yourself if there should be an occurrence of a hack. When you initiate using an exchanging bot, you are giving the bot access to your mazuma. This can be very jeopardous, particularly if the exchanging bot is beginning in the field.
There is no telling how secure a specific bot is. In this way, while separating an exchanging bot, complete quintessential research and winnow a bot that has been broadly extolled for its security.
  1. Productivity
Everything comes down to this fundamental part. Is the bot profitably worthwhile or not? An inquiry for which it is elusive an answer. The primary reason you chose to run with an exchanging bot is to benefit over its exchanging ability. There is no influential pertinence in using a bot that isn't profitably rewarding. In this way, discover the productivity of a bot up to you put both your time and mazuma into it.
  1. Straightforwardness
The fundamental motivation behind why digital currency rose to acclaim is that the entire system is plenarily straightforward. There is the wrong spot for any injustice. The equivalent ought average even from the exchanging bot that you choose to run with.
Attempt to winnow a bot whose engineers are unmistakable for their work in the network. Straightforwardness benefits to fabricate trust as well as also profits you to connect with the ideal individuals to adjust any issue.
  1. Simplicity of profit
The entire cogency of running with a robotized bitcoin exchanging is to make the whole procedure of transferring cryptographic forms of money simple for everybody. A bot which accompanies a simple to use interface is the one that is exceptionally well known. Having the capacity to control the bots with only a couple of snaps of the mouse is something you should pay individual mind to, in the bot that you choose to use.
Considering every one of the variables we have arranged a rundown of the best ten digital currency exchanging bots in 2019, the review will be unendingly refreshed with the goal that data remains apropos.
Top 10 Best Crypto Trading Bots in 2019
  1. Cryptohopper
This may be a new bot in the crypto exchanging market. In any case, this newcomer has figured out how to blow some people's minds because of the comprehensive exhibit of highlights that this bot gives. One of the defeats of most exchanging bots is that they kept running on your neighborhood machine. This betokens they run just when you have turned on your PC.
With the lift in enthusiasm for cloud-predicated advancements, Cryptohopper uses cloud innovation to keep the bot running day in and day out. By running the bot on a cloud, clients will most likely put in exchange requests notwithstanding amid the night. In this manner, no open door is missed.
Another critical reason that prompted the lift in the notoriety of Cryptohopper is its simplicity of usage, particularly for the tyro. The bot has incorporated with an outside exchanging signaller. This assigns anybody can initiate using this bot by running it on autopilot. This is a help to the nascent dealers, who need not stress over setting exchanging signals for their bot. The bot withal gives progressively experienced clients a chance to mess around and set their own exchanging signals. Along these lines, it is satisfying the desiderata of both. Aside from this, the bot is incidentally outfitted with highlights, for example, trailing stops, specialized examination, formats, and backtesting. Formats benefit you to design a nascent setting for your bot quickly, and specialized investigation sanctions you to redo and arrange your own settings.
Like every extraordinary thing, the crypto container comes with a sticker price fastened to it. The cost starts from $19 every month for the fundamental arrangement and goes up to $99 per month if you operate their most extravagant arrangement. When you buy into any of the organizations, you can start using the bot on prominent trades like Binance, Huboi, Kucoin, Bittrex, Coinbase, Poloniex, Kraken, Cryptopia, and Bitfinex. On the off chance that you are slanted to spend the additional buck on an exchanging bot, at that point Cryptohopper is an extraordinary separate.
  1. 3Commas
Even though 3Commas bot is nascent to the exchanging bot scene, it could give its clients huge increases, notwithstanding amid the crypto bear showcase.
The new element that dissevers this bot from other bots is its workforce to trail any crypto advertise. This authorizes the bot to close the exchange at the most profitably excellent position, yet the objective addition set by the utilizer had just been come to. This element benefits enormously amid the crypto bull run. Additionally, the bot adventitiously endorses clients to exchange numerous cryptographic forms of money simultaneously. In this manner, it is not passing up any great exchanging opportunity that goes along the way. The bot is set up on the cloud and is available through the site. This betokens the bot runs 24X7. The bot can be designed with Binance and Bittrex at this moment and increasingly legitimate trades, for example, BitFinex, Poloniex, KuCoin, and so forth will be coordinated anon.
The 3Commas comes with a sticker price appended to it. The starter plan will cost you $24, and the most luxurious genius pack would set you back by $82. On the off chance that you operate to give crypto bot exchanging a go, at that point, you could use the 3Commas starter plan and later peregrinate to the more rich schemes.
  1. Gunbot
This is another mainstream exchanging bot with more than 6000 dynamic merchants using its lodging on a quotidian substructure. Good with a few exchanging stages including Binance and GDAX, it very well may be kept running on your nearby PC. This can keep running on Windows, Linus, and the Mac stages, so running on your neighborhood machine would not be a bind.
The bot has 32 diverse pre-arranged exchanging systems which give clients a wide cluster of choices to induce some automated revenue. Among these techniques, the three most well-known ones are the Bollinger band, step addition, and ping pong. Numerous clients have detailed having made a bounty of benefits with the BB procedures. Gunbot isn't in freedom to use and accompanies a one-time level rate running from 0.1BTC to 0.3BTC, contingent upon the highlights that you would savor to optically observe in the bot. Aside from this, the bot supplementally comes as a Lite rendition that has encircled highlights yet can be habituated to test around with the lesser measure of mazuma.
The post-buy support given by the organization is truly surprising. Clients get their issues settled in less than multi-day. The main pickle with regards to this bot is that you ought to in every case reliably outwardly look at the present market state. If the instability of the crypto advertise is high, at that point you ought to most likely turn the bot off to shun any misfortune
  1. Gekko
This is the most diverse digital money exchanging bot in subsistence at present. For any individual who needs to gain proficiency with some things about exchanging bots and not spend any mazuma getting one, at that point Gekko is the bot for you. The Gekko trading bot is an open source bitcoin exchanging bot venture that is accessible for anybody to use for nothing. The way that it is in freedom to use is the fundamental purpose behind its wide prevalence. Like some other open-source ventures, Gekko is free of for all intents and purposes all bugs and even the ones the pop are fixed up at lightning speeds. The Gekko bot can collaborate with a few trades, including Bitfinex, Polonix, and BitStamp. The bot uses a web interface to associate with the clients and can keep running on a neighborhood machine with Windows, Linux, or the Mac OS.
The bot comes pre-designed with some exchanging system. You can initiate using the bot on autopilot as anon as you introduce and design it with a trade. In any case, if you would savor to use your very own exchanging system, the bot withal endorses you to design it to your savoring. While the present design is respectable for trying different things with the bot, there are a few other exchanging techniques accessible online that would benefit you make an all the more profitably worthwhile wager. The bot will withal send you a notice at whatever point it executes a specific exchange. This is finished by incorporating it with the Telegram envoy. Consequently, you will dependably ken how well your bot is performing.
The main drawback to the Gekko exchanging bot is that it isn't very utilizer-heartfelt. There are a few aides in the digital world that direct you through the underlying setup process. Be that as it may, this procedure isn't extremely direct and you would presumably hit a barricade at any rate once amid the underlying setup.
  1. Zenbot
Another allowed to use digital currency exchanging bot, Zenbot can be considered as a further developed form of the Gekko exchanging bot. Nonetheless, as Gekko has been around for a more extended time, it is all the more generally used. Much the same as Gekko, Zenbot programming can be downloaded from Github and introduced on your neighborhood PC. The product is perfect with Windows, Mac just as the Linux working frameworks. The bot comes pre-arranged with an entirely nice exchanging system. In any case, its real potential can be opened only when you initiate executing your exchanging order. The primary bind with the allowed to use bots is that they are frequently not very utilizer-genial. In any case, this isn't the situation with Zenbot. The entire setup process is extremely effortless, and you can have the bot fully operational in all respects speedily. The bot chips away at all prevalent trades, for example, Bitfinex, Poloniex, Bittrex, and so on.
As it is an open source venture, it is without now of a few bugs, and regardless of whether one springs up, it will be adjusted all around speedily. The Zenbot can effortlessly actualize with a few informing stages, for example, slack, Telegram, and so on to give you the updates of any exchange that was executed.
Adventitiously, the Zenbot withal braces high-recurrence exchanging. This is a component that outlined the personnel of the Gekko bot. The Zenbot is being refreshed, and more highlights are being incorporated traditionally. Hence, making it a bot for you to reliably outwardly analyze.
  1. WolfpackBOT: WolfpackBOT is a cryptographic money exchanging programming application that has been created with the most developed highlights of any robotized exchanging programming of its sort. The WolfpackBOT has been intended to execute exchanging directions with the usage of restrictive numerical calculations, and specialized investigation bespeakers predicated on the client's predefined assignments.
The cryptographic money advertise as of now bearish, and many exchanging bots easily miss the scarcest vacillations. WolfpackBOT has been built to execute trading directions at a lightning speed and is fit for making up to a large number of exchanges every day, relying upon the states of the market.
WolfpackBOT is among the few cryptographic money exchanging bots that give crypto aficionados full self-governance, security, and control of their exchanging bot and its related API keys. A large portion of the crypto trading bots out there are cloud-predicated stages that are constrained by outsider frameworks. While these stages guarantee dealers of outright wellbeing and security, insightful brokers ken that in the crypto space, outsider frameworks like trades and other cloud-predicated steps are hacked proximately consistently. Since WolfpackBOT programming and your related API keys are put away individually PC or devoted VPS, WolfpackBOT can sidestep a significant number of the security issues related to cloud-predicated frameworks.
WolfpackBOT has been created for the whole crypto network, from experienced merchants to novices, with three in all respects reasonably valued membership levels. WolfpackBOT accompanies a few membership bundles that authorize clients to exchange with a wide scope of chances predicated on their favored membership.
  1. CryptoTrader
cryptotrader_reviewAlmost all digital money merchants would have aurally seen about the crypto dealer exchanging bot. The across the board fame of this bot is because it was one of the absolute first bots to be kept running on the cloud and accessible to the clients day in and day out.
The crypto broker bot is plenarily web-predicated and in this manner, open from anyplace you can associate with the digital world. The bot can be easily designed with a few well-known trades, for example, Poloniex, Bittrex, Kraken, and so on. This bot does not come for nothing out of pocket. You can operate from the few organizations accessible. The valuing initiates with 0.003BTC every month for the most simple arrangement and this goes up to 0.0472 BTC every month for their excellent arrangement.
While all plans do offer clients support for programmed exchanging, the early highlights and as far as possible for the more indulgent plans is higher than that given the basic arrangement. Any early component that is caused is most readily accessible on the higher bundle designs and are later accessible on the basic plans. On the off chance that you would simply savor to exchange on a solitary trade and with exceptionally delineated mazuma, at that point the basic arrangement will get the job done. Be that as it may, on the off chance that you are outwardly looking at the higher volume of exchanges, at that point run with the higher bundle.
This bot additionally sustains algorithmic exchanging. In this manner, I am making it effortless for clients to execute their very own arrangements. The bot can be effortlessly modified. In this manner, I am making it a broadly utilized cryptographic money exchanging bot.
  1. Bitcoin Robot
btcrobotWe simply needed to incorporate the pioneer of digital currency exchanging bots on our rundown of the best crypto exchanging bots. The Bitcoin robot started as a Bitcoin exchanging bot. In any case, it can now withal be designed to exchange different digital currencies, for example, Ethereum and Litecoin. The bot is accessible as a product and should be downloaded and keep running on your neighborhood machine. This betokens the exchanges will be executed just as long as you keep your PC turned on. The bot can effortlessly work with a few digital money trades and is by and large broadly utilized even today. The bot isn't accessible free of expense and costs you a premium. The cost of the bot ranges from $19.99 every month for the principal plan. In any case, clients usually buy the platinum plan that costs just $399 one time charge and offers utilizer unlimited access to every one of the highlights.
The benefits made by individuals using this bot verbalizes for itself. Supplementally, they do offer a 60-days mazuma back assurance. Along these lines, you should look at them once.
  1. USI Tech
This can't be considered as a bot. In any case, the USI tech BTC settlement promises mechanized benefits for your BTC speculations. The USI Tech was at first intended for Forex exchanging. In any case, after the raise of the ubiquity of Bitcoin, they additionally offer BTC bundles. Not at all like some other BTC exchanging bot where you require to give the API key of your trade account to execute exchanges, on USI Tech, you will require to winnow from among the few BTC master exchanges. At that point, you will begin accepting your segment of benefits at whatever point exchange is made.
The USI Tech stage basically ensures extraordinary comes back to your speculations. The entire procedure of purchasing your absolute first BTC bundle is withal simple and pellucidly elucidated on their site. You can explore different avenues regarding the benefits that you gain. In any case, the number of bundles you purchase, the more dominant will be your benefit
  1. Margin.De (Leonardo Bot)
Edge LeonardobotThis is a cryptographic money exchanging bot with the most utilizer-genial interface. The GUI of the bot is easy to use, and the highlights gave are extremely puissant. The bot was structured with two exchanging techniques ping pong and Margin exchanging actualized into it. In any case, you can withal modify it with your very own custom settings. This bot lays incredible complement on the visual parts of exchanging. The specialized examination done by the bot is immensely simple to break down. What more? The bot has an astonishing component called visual exchanging. This interface feels rich smooth to use and offers clients the most extreme authority over the exchanges.
The bot was at first evaluated at 0.5 BTC consistently. Notwithstanding, presently, it is accessible at a one-time cost extending from $89 to $1999 with the most elevated arrangement offering a bigger number of highlights than th
submitted by restpage123 to digitalseo [link] [comments]

The intelligent investors guide to cryptocurrency: Part 3b - Pricing and liquidity

*Introductions: I'm joskye. A cryptocurrency investor and SDC holder. *
...
Hi again. This is the third part in our ongoing series on how to trade better and determine intelligent investments in cryptocurrency for the future.
Part 3b continues where I left off with a discussion about price metrics specifically, what determines the price and the importance of liquidity:
...
The day traders:
As I mentioned in my previous article, as of writing almost every cryptocurrency is determined purely by speculative value.
Thus the absolute price of a given cryptocurrency is determined solely by the day traders and specifically the last price it was agreed that currency would be sold at with confirmation of that price by a buyer who bought it.
People say lots of things determine the price; marketcap, liquidity, value proposition, revenues generated by the coin, the number of said coin in circulation but ultimately it comes down to the number of buyers and number of sellers competing for that coin.
Perhaps the other thing is the size of said market relative to the money held by the players in it.
For instance in cryptocurrency Bitcoin is still the biggest player in the game. It carries a per unit price of $900 per coin. There are currently 16,090,137 (16 million) coins in circulation giving it a total marketcap value of [$900 x 16090137 =] $14481123300 or 14.48 billion USD.
Shadowcash looks even more meagre compared to the total cryptocurrency marketcap with only 0.048% of the total cryptocurrency sphere.
To any Shadowcash holders despairing at this point, relax. There are over 707 cryptocurrencies trading as of writing and SDC holds the 27th ranking in terms of market cap. In such a competitive field, filled with scams that's pretty good. Moreso when you consider that SDC is a legitimate technology and is currently probably very undervalued.
...
Lets look at the rich list for bitcoin:
Why did I just talk about this?
In cryptocurrency I see this happening on the markets all the time. Indeed market manipulation effects every single cryptocurrency eventually.
...
Market manipulation!
Large holders of valuable, high marketcap coins will often make multiple small volume purchases of less valuable, low marketcap coins. Often this will follow announcements regarding developments in that low marketcap coin.
Low volume buying in a market with low daily trading volume can gradually drive up the price attracting an influx of buyers into that coin; often they will make larger volume purchases of it which helps drive up the price much further. This will trigger a further chain of buyers experiencing FOMO (fear of missing out, detailed in Part 2) who will drive up the price even further. The price will pump. Often will smaller cap cryptocurrencies this may result in a sudden 20, 40, 60 or even +100% increase in value often over a very short time space (1-2 days, 1-2 weeks maximum).
The only way to discern if the sudden rise in coin value is due to pre-rigged market manipulation is to look at:
You are looking for organic, gradual growth based on a solid value proposition. Sudden large spikes in value should make you pause and wonder if it's worth waiting for a gradual correction (organic drop) in price before entering your buy order.
Do not fall for a pump and dump. Stick to the lessons covered in previous parts of this guide (especially part 3a and 2) and you will be much less likely to lose money in the long run trading and investing in cryptocurrencies.
...
The pattern of change on daily trading volume, the order book and liquidity:
Lets look at SDC and Bitcoin again. This time we are going to compare the daily trading volume (last 24 hours) in USD.
I'd just like to use this opportunity to point out and reinforce the idea that day traders not holders dictate the daily price of an asset. I'd also like to point out daily global trading volume on Forex is $4800 billion which makes Bitcoin a very small fish in the broader arena of global finance and trade i.e. Bitcoin is still very vulnerable to all the price manipulation tactics and liquidity issues I am going to be describing in this article by bigger players with richer pockets.
The daily trading volume also gives you an idea of how much fiat currency you can invest into a given cryptocurrency before you suddenly shift the price.
A sudden rise in coin price heavily out of proportion to the rise in daily trading volume should be the first sign to alert you to a pump & dump scam.
Daily trading volume should show a steady increase over time with sustained buy support at new price levels; this is a good marker of organic, sustainable growth.
...
For more detail you can now look at the depth chart:
The depth chart is very useful to know how much fiat currency is required to cause the spot price of a given cryptocurrency to rise or fall by a given amount.
NB the price of most cryptocurrencies is expressed in Bitcoin because it has the largest market cap and daily trading volume of all cryptocurrencies by a very large margin and because with a few exceptions (Ethereum, Monero) most cryptocurrencies do not have routes to directly purchase via fiat currency without first purchasing Bitcoin.
Liquidity is super important. People often complain about a market lacking liquidity but that is often because they are trading in fiat volumes which far exceed the daily trading fiat volumes of the cryptocurrency they are referring to. If you are investing or trading in a cryptocurrency, always factor in the your personal liquidity and need for liquidity relative to that of the cryptocurrency you are investing in. In other words don't expect to make a profit next day selling 'cryptocurrency x' if the size your single buy order composes >90% of the buy orders on the market for 'cryptocurrency x' that day (indeed in such a scenario be very prepared to sell at a loss next day if you absolutely have to)!
There are certain patterns on a depth chart that make me believe a significant, sustained price rise is imminent: One example occurs when there is a very large volume of buy orders (>25% of total buy volume within 5% of current price) very close to the current (spot) price, and a very large number of sell orders close to but significantly above the spot price (approx 25% total sell volume within 10% of current price) and especially if the total buy order volume is a significantly higher percentage than it has previously been. This simply indicates high demand at current price which may soon outstrip supply. Again I stress that these patterns can be manipulated easily by wealthy traders.
...
The order book is another way of looking at the depth chart and allows you to see the specific transactions occurring that compose daily trading volume by the second!
I find it useful because it allows me to identify:
...
The price charts:
Discussions about price charts could be endless. I'm not going to go into too much detail, mostly because I'm an investor who believes the value proposition, good consistent development, decent marketing and communications will ultimately trump spot prices and adverse (or positive) short term price trends in the future.
...
The news cycle:
...
Other interesting points: The 'coin x' scenario and the ridiculousness of marketcap:
'Coin X' is an imaginary hypothetical coin. There are only 10 in circulation. It has no value proposition beyond it's speculative value i.e. it will never generate a revenue independent of it's speculative value.
I'd like to point out the similarities between ZCash and 'coin x' (especially during it's launch).
...
Lessons:
...
Finally why am I writing this?
I mean I just spoke openly about how SDC and indeed any cryptocurrencies (or purely speculative assets) price can be manipulated in the short term.
Well SDC has an incredible value proposition that could generate and attract large amounts of non-speculative fiat currency into it's ecosystem. I already covered that in part 3a (https://www.reddit.com/Shadowcash/comments/5lhh6m/the_intelligent_investors_guide_to_cryptocurrency/).
For this reason I think the short term speculative pump and dumps in SDC will eventually be replaced by a more sustained, larger buy support. I suspect this will occur when the marketplace is released and certain other announcements are released.
For this reason I declare my opinion that Shadowcash is the best cryptocurrency investment of 2016 and I believe it will be again by March 2017.
...
References:
1. Coinmarketcap rankings: https://coinmarketcap.com/all/views/all/ 2. Coinmarketcap daily trading volumes https://coinmarketcap.com/currencies/volume/24-hou 3. Bitinfocharts - Top 100 Richest Bitcoin addresses: https://bitinfocharts.com/top-100-richest-bitcoin-addresses.html 4. Crypto ID - Shadowcash Rich list: https://chainz.cryptoid.info/sdc/#!rich 
...
Disclaimer: All prices and values given are as of time of writing (Midday 08-Jan-2016). I am not responsible for your financial decisions, nor am I advising you take a particular financial position. Rather I am sharing my experiences and hoping you form your own opinions and insights from them. Full disclosure: I have long positions in Ethereum (ETH), Shadowcash (SDC), ICONOMI (ICN), Augur (REP) and Digix (DGD).
submitted by joskye to Shadowcash [link] [comments]

So many strategies out there, any advice

I am new to the world of forex. Have traded stocks for a few years. I am confused with all of the strategies out there. I see indicators, naked trading, overlays, multi time frame analysis, etc. I think you understand my point. Everyone has their strategy they like and their own reasons for using it. My real question is how do I pick what's best for me? I have tried various strategies. Everything seems okay nothing has seemed right.
Things I do know: -I want to trade 1m, 5m, 15m charts at least for now. -My goal is 20 pips a day profit or 20 pips a day loss whatever comes first (if that makes no sense tell me please) -Even though I have more saved up I plan to start with micro and possibly sub micro lots just to get used to things. I know if I trade above that I will get uncomfortable and close trades early and try to make up for losses. -I want to shoot for 1:3 risk reward -Risk no more than 2% equity probably less at first. -London will be my trading timezone. Hopefully some of the London/New York crossover
Things I don't know yet: How the hell to accomplish the above.
Did you follow someone else's strategy and plan or create your own. If so how did you go about creating/choosing.
Any other advice would be greatly appreciated.
Edit: First off thanks everyone for the advice. I think I'm going to go with a double bollinger band setup but using price action/candle as my main focus for entry and exit. The bands seem to have nice reinforcement of entry and exit points. It seems especially nice on h4 and daily. Going to trade it on demo for a bit and then go live with a small account once I get the details worked out. If anyone has used a similar strategy, feedback would be awesome. Thanks again everyone for replying.
submitted by TheSkinnyBrewer to Forex [link] [comments]

The intelligent investors guide to cryptocurrency: Part 3b - Pricing and liquidity

*Introductions: I'm joskye. A cryptocurrency investor and holder. *
...
 
Hi again. This is the third part in our ongoing series on how to trade better and determine intelligent investments in cryptocurrency for the future.
 
 
Part 3b continues where I left off with a discussion about price metrics specifically, what determines the price and the importance of liquidity:
...
 
The day traders:
 
As I mentioned in my previous article, as of writing almost every cryptocurrency is determined purely by speculative value.
 
 
For instance in cryptocurrency Bitcoin is still the biggest player in the game. It carries a per unit price of $900 per coin. There are currently 16,090,137 (16 million) coins in circulation giving it a total marketcap value of [$900 x 16090137 =] $14481123300 or 14.48 billion USD.
 
 
Shadowcash looks even more meagre compared to the total cryptocurrency marketcap with only 0.048% of the total cryptocurrency sphere.
To any Shadowcash holders despairing at this point, relax. There are over 707 cryptocurrencies trading as of writing and SDC holds the 27th ranking in terms of market cap. In such a competitive field, filled with scams that's pretty good. Moreso when you consider that SDC is a legitimate technology and is currently probably very undervalued.
...
 
Lets look at the rich list for bitcoin:
 
Why did I just talk about this?
 
In cryptocurrency I see this happening on the markets all the time. Indeed market manipulation effects every single cryptocurrency eventually.
...
 
Market manipulation!
 
Large holders of valuable, high marketcap coins will often make multiple small volume purchases of less valuable, low marketcap coins. Often this will follow announcements regarding developments in that low marketcap coin.
 
 
Low volume buying in a market with low daily trading volume can gradually drive up the price attracting an influx of buyers into that coin; often they will make larger volume purchases of it which helps drive up the price much further. This will trigger a further chain of buyers experiencing FOMO (fear of missing out, detailed in Part 2) who will drive up the price even further. The price will pump. Often will smaller cap cryptocurrencies this may result in a sudden 20, 40, 60 or even +100% increase in value often over a very short time space (1-2 days, 1-2 weeks maximum).
 
 
The only way to discern if the sudden rise in coin value is due to pre-rigged market manipulation is to look at:
 
You are looking for organic, gradual growth based on a solid value proposition. Sudden large spikes in value should make you pause and wonder if it's worth waiting for a gradual correction (organic drop) in price before entering your buy order.
 
Do not fall for a pump and dump. Stick to the lessons covered in previous parts of this guide (especially part 3a and 2) and you will be much less likely to lose money in the long run trading and investing in cryptocurrencies.
...
 
The pattern of change on daily trading volume, the order book and liquidity:
 
Lets look at SDC and Bitcoin again. This time we are going to compare the daily trading volume (last 24 hours) in USD.
 
 
I'd just like to use this opportunity to point out and reinforce the idea that day traders not holders dictate the daily price of an asset. I'd also like to point out daily global trading volume on Forex is $4800 billion which makes Bitcoin a very small fish in the broader arena of global finance and trade i.e. Bitcoin is still very vulnerable to all the price manipulation tactics and liquidity issues I am going to be describing in this article by bigger players with richer pockets.
 
 
The daily trading volume also gives you an idea of how much fiat currency you can invest into a given cryptocurrency before you suddenly shift the price.
 
 
A sudden rise in coin price heavily out of proportion to the rise in daily trading volume should be the first sign to alert you to a pump & dump scam.
 
Daily trading volume should show a steady increase over time with sustained buy support at new price levels; this is a good marker of organic, sustainable growth.
...
 
For more detail you can now look at the depth chart:
 
The depth chart is very useful to know how much fiat currency is required to cause the spot price of a given cryptocurrency to rise or fall by a given amount.
 
NB the price of most cryptocurrencies is expressed in Bitcoin because it has the largest market cap and daily trading volume of all cryptocurrencies by a very large margin and because with a few exceptions (Ethereum, Monero) most cryptocurrencies do not have routes to directly purchase via fiat currency without first purchasing Bitcoin.
 
Liquidity is super important. People often complain about a market lacking liquidity but that is often because they are trading in fiat volumes which far exceed the daily trading fiat volumes of the cryptocurrency they are referring to. If you are investing or trading in a cryptocurrency, always factor in the your personal liquidity and need for liquidity relative to that of the cryptocurrency you are investing in. In other words don't expect to make a profit next day selling 'cryptocurrency x' if the size your single buy order composes >90% of the buy orders on the market for 'cryptocurrency x' that day (indeed in such a scenario be very prepared to sell at a loss next day if you absolutely have to)!
 
 
There are certain patterns on a depth chart that make me believe a significant, sustained price rise is imminent: One example occurs when there is a very large volume of buy orders (>25% of total buy volume within 5% of current price) very close to the current (spot) price, and a very large number of sell orders close to but significantly above the spot price (approx 25% total sell volume within 10% of current price) and especially if the total buy order volume is a significantly higher percentage than it has previously been. This simply indicates high demand at current price which may soon outstrip supply. Again I stress that these patterns can be manipulated easily by wealthy traders.
 
...
 
The order book is another way of looking at the depth chart and allows you to see the specific transactions occurring that compose daily trading volume by the second!
 
I find it useful because it allows me to identify:
 
...
 
The price charts:
 
Discussions about price charts could be endless. I'm not going to go into too much detail, mostly because I'm an investor who believes the value proposition, good consistent development, decent marketing and communications will ultimately trump spot prices and adverse (or positive) short term price trends in the future.
...
 
The news cycle:
 
...
 
Other interesting points: The 'coin x' scenario and the ridiculousness of marketcap:
 
'Coin X' is an imaginary hypothetical coin. There are only 10 in circulation. It has no value proposition beyond it's speculative value i.e. it will never generate a revenue independent of it's speculative value.
 
 
I'd like to point out the similarities between ZCash and 'coin x' (especially during it's launch).
...
 
Lessons:
 
 
...
 
References:
1. Coinmarketcap rankings: https://coinmarketcap.com/all/views/all/ 2. Coinmarketcap daily trading volumes https://coinmarketcap.com/currencies/volume/24-hou 3. Bitinfocharts - Top 100 Richest Bitcoin addresses: https://bitinfocharts.com/top-100-richest-bitcoin-addresses.html 4. Crypto ID - Shadowcash Rich list: https://chainz.cryptoid.info/sdc/#!rich 
 
...
 
Further articles in this series:
 
"The intelligent investors guide to cryptocurrency"
 
Part 0 -
Part 1 -
Part 2 -
Part 3a -
Part 3b -
Part 4 -
Part 5 -
Part 6 -
Part 7a -
 
"The intelligent investors guide to Particl -"
 
 
Full disclosure/Disclaimer: At time of original writing I had long positions in Ethereum (ETH), Shadowcash (SDC), Iconomi (ICN), Augur (REP) and Digix (DGD). All the opinions expressed are my own. I cannot guarantee gains; losses are sustainable; do your own financial research and make your decisions responsibly. All prices and values given are as of time of first writing (Midday 8th-Jan-2017).
 
Second disclaimer: Please do not buy Shadowcash (SDC), the project has been abandoned by it's developers who have moved on to the Particl Project (PART). The PARTICL crowd fund and SDC 1:1 token swap completed April 15th. You can still exchange SDC for PART but only if it was acquired prior to 15th April 2017 see: https://particl.news/a-community-driven-initiative-e26724100c3a for more information.
 
Addendum: Article updated 23-11-2017 to edit references to SDC (changed to Particl where relevant to reflect updated status) and clean up formatting.
submitted by joskye to Particl [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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Scalping FOREX with Bollinger Bands and Maximizing Profits Best Strategy for Bollinger Bands in forex trading - YouTube Simple Five Minute Scalping Strategy Using Bollinger Bands ... Bollinger Bands Indicator Strategy Powerfull Trading ... Bollinger Bands  HotForex - Forex Video Tutorials - YouTube Binary Options Bollinger Bands Strategy For Newbies How to use best bollinger band 90% successful Forex ... Bollinger Bands Forex Trading Strategy  Forex Day Trading ... Simple Forex Strategy using Bollinger Bands! - YouTube How to use bollinger bands in forex  Bollinger bands ...

Bollinger Bands are one of the most popular technical indicators in any financial market, including Forex. They were created by John Bollinger in the early 1980s from the need for adaptive trading bands that could accurately reflect price volatility. Learn in this complete article what is Bollinger Bands in Forex, an indicator used by professional traders and how to read it's signals. This system is very simple, and uses bollinger bands and support and resistance provided by those bands to get early entries and exits. Entries When the Pair is in trend, either bull or bear, the middle line of the bollinger band will be point up or down accordingly. So in the trend market we will be using retracement back to the center line for entries. Bollinger Bands consist of three bands – an upper, middle and lower band – that are used to spot extreme short-term prices in a security. The upper band represents overbought territory, while the lower band can show you when a security is oversold. The center line is the prices simple moving average. Most technicians will use Bollinger Bands in conjunction with other analysis tools to get ... Bollinger Bands are a technical trading tool created by John Bollinger in the early 1980s. They arose from the need for adaptive trading bands and the observation that volatility was dynamic, not static as was widely believed at the time. Bollinger Bands can be applied in all the financial markets including equities, forex, commodities, and ... Bollinger Bands indicator with the following settings: 20 periods and two standard deviations. BandWidth indicator. To add the Bollinger Bands indicator to the chart, open the "Insert" tab in the main menu, then "Indicators", "Trend" and in the submenu that opens, select Bollinger Bands. This will open the settings window. In it, we will set ... Level: 2 Background Bollinger bands are a type of price envelope developed by John Bollinger , where price envelopes define upper and lower price ranges. Bollinger Bands are envelopes that are represented with a standard deviation above and below a simple moving average of price. Because the spacing of the bands is based on the standard deviation, they adjust... Bollinger Bands (BB) are a widely popular technical analysis instrument created by John Bollinger in the early 1980’s. Bollinger Bands consist of a band of three lines which are plotted in relation to security prices. The line in the middle is usually a Simple Moving Average (SMA) set to a period of 20 days (the type of trend line and period can be changed by the trader; however a 20 day ...

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#forex #forexlifestyle #forextrader Want to join the A1 Trading Team? See trades taken by our top trading analysts, join our live trading chatroom, and acces... This is a scalping strategy using only bollinger bands indicator. This can be used for currency pairs where the spread is low. Since most of the brokers offe... How to use best bollinger band 90% successful Forex trading strategy Bollinger Bands can give clear indication about Trend reversals and strength of the tren... The most successful stock and forex traders are the ones who have developed an edge, and this is where simple market analysis and profitable stock trading te... In the world of finance, a trading band helps to identify a price range in the market. One such trading band is the Bollinger Bands. Check out our video and ... How to use bollinger bands in forex Bollinger bands tutorial Do you know which are the three components of the Bollinger Bands? Watch our Bollinger Bands t... Trading Bollinger Bands using higher time frames --- finding great entries... for more free Forex trading tips... www.meangreenmoneymachine.com The road to success through trading IQ option Best Bot Reviews Iq Option 2020 ,We make videos using this softwhere bot which aims to make it easier for you t... The Bollinger bands were created by John Bollinger in the early 1990s and have now become one of the most popular children in cars for Traders only, which are mainly used to determine ranges of ... Join my Ichimoku Community and master Ichimoku Kinko Hyo (Get Ichimoku Basic Master book and lot of other perks!) https://forex-kei.com/?page_id=2636 Joi...

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