A place for redditors to discuss quantitative trading, statistical methods, econometrics, programming, implementation, automated strategies, and bounce ideas off each other for constructive criticism. Feel free to submit papers/links of things you find interesting.
Lean to trade and implement Forex Trading system blueprint into an business plan online money currency generating operation project online. Also learn all exploits, hacks, breeches, that can be used to statistically generate money trading currency online. Forex trading machine Usually only big banks invest in Forex because there the only ones who broker currency's and actually legally have insiders data which makes them the only firms able to print money using such Investment making them exclusive investors. However there is still projects and currency trading offered by banks to retail traders that are now being developed int a banking money generating system
e-Forex Magazine | Machine learning stirs up competition in FX Algo Trading
fintech #algotrading #hedgefunds #quants #hft
e-Forex Magazine | Machine learning stirs up competition in FX Algo TradingIvy Schmerken Though capital markets firms have been adopting artificial intelligence and machine learning to train algorithms for equity trading, recently this trend has expanded to foreign exchange. Ivy Schmerken, Editorial Director at Flextrade Systems, has written widely about this topic and we asked her to revisit it for e-Forex. By crunching vast quantities of data by computer, machine learning algorithms can identify hidden patterns in past data and learn to forecast stock market returns or FX currency pairs. Large banks have been investing millions into advanced technologies such as AI and machine learning to capture a bigger share of the algo trading market. JP Morgan developed a new algorithm dubbed DNA – or Deep Neural Network for Algo Execution to merge what a multitude of algos do into a single strategy, allowing the framework to decide how a client’s order should be executed, reported Reuters ..... Continue reading at: https://www.e-forex.net/articles/aug-2020-machine-learning-stirs-up-competition-in-fx-algo-trading.html
Once you have studied the Forex market, have opened up a demo Forex Millennium Review account to practice with, and feel ready to do so, you are ready to start trading on your own. Automated Forex trading puts you right in the flow of things, so that you can trade in an instant, based on trends you see and, therefore, work with the Forex market instead of against it; this is what is going to help you see greatest profits. And because you do not have to be right there all the time to make trades instantaneously but instead can schedule your trades based on trends you want to work with, automated Forex trading is a great way to participate in the market. Check automated Forex trading out for yourself and decide if it is right for you. To trade forex you need to open an account with a forex broker. The global nature of forex markets means that you have a wide choice of forex brokers to choose from, right across the world.The forex trading business runs differently to equity broking, where trades are made through a clearing house and stock exchange and where money is made from fees for every trade, often referred to as the "brokerage".Forex brokers make their money from the difference between their quotes of the ask price, the price their customer buys at, and the bid price, the price their customer sell at. This is called the spread and is measured in "points" or "PIPs", the smallest measurement for a change in the price of a forex. For example, a one "point" or "PIP" change in the USD is 0.0001X the USD amount. Naturally, a wider spread results in more revenue for the broking firm. To choose the right forex broker, you should start with considering its reputation and what trading services it offers. Doing your research thoroughly will take time, but as with trading itself, will save and make you money in the future. There is a wealth of information on-line and in magazines. It is important to be sure of the credibility of your information sources. Internet forums used by other forex traders can be very helpful in cutting through the claims of each company. By listening to people, forums and magazines that you trust, you can build a list of quality firms to choose form. It is important to be aware of unscrupulous firms as well as those operating in countries where regulations are weak. The USA, UK, Hong Kong & Australia are example of countries with very strong regulatory great it would be to generate a 5 figure income just by trading in the Forex market. As a matter of fact, that would be a dream come true, wouldn't it Well, at forex trading machine, there is a revolutionary system that is helping a lot of people find the financial independence they need through Forex trading. They use a unique strategy called PDFT. This stands for Price Driven Forex Trading. https://jrhonest.org/forex-millennium-review/
❤️ A selection of unusual items on Ubcoin Market :) Clothing, shoes, consumer electronics and cosmetics are commonly the most popular e-commerce categories worldwide and on Ubcoin Market too. But besides iPhones, smart watches, TVs, jackets, dresses, facial masks and sneakers, what else can be posted by our users? Let’s take a look at some more or less unexpected listings created on Ubcoin Market. 🎓 Forex Trading Machine e-course. Exclusive method - as promised by author. A good example of what can be sold on Ubcoin Market as a digital asset! Link to download will be sent to buyer’s email after his payment is frozen by escrow service. Seller receives payment when buyer confirms that file is OK. 💎 Cat’s Eye ring. Jewelries with precious stones can be sold on marketplaces, but be very careful and ask sellers for verification procedures and documents. Accessories with sapphires, diamonds and rubies were also spotted there! 🌱 Tomatoes. That’s true - tomatoes! Food (not cooked) can be sold on Ubcoin marketplace too. That’s an opportunity window for small local grocery shops! 🚗 Toyota car. Let’s put aside all this "boring" iPhone and Galaxy phones - and let’s trade cars for crypto :)
Help with Machine learning applied to Forex Trading
Hello boys, i'm a python coder with 4 years of experience behind my back and a Forex trader. I know almost nothing about AI so i've come here to ask some guidance about an idea that came up in my mind.I've trained a lot in the Forex market until i got some positive edge in my entries( i don't use indicators or whatever) and i wanted to create a bot that can replicate my trading style. I am unable right now to put down specific rules that would allow me to automate the strategy so i was wondering if there is a way to teach a bot my trading style with AI. What i mean is: assuming I am able to feed the bot with a set of entry points (data)(like in the screenshot), how can I make the bot try to learn and replicate my trading style ? Where do i start? Thanks for the replies. https://preview.redd.it/tl0xlqfwm7d21.png?width=2238&format=png&auto=webp&s=72e3a7e999c1571989281baca696c9cd69f5079c
I currently manage around half a million dollars and have been trading for 6+ years with 3 years of consistent profitability. Paid for my trading lessons the hard way by losing a lot of money at first. Here's some advice that might help you. 1) Treat trading like a business. I know you probably heard this 100 times before but I feel like I should emphasize this point. Majority of traders overestimate their ability to make money and underestimate their risk exposure. 2) Think long term. The more complex your trading system is, the less freedom it has in terms of flexibility because of too many variables in your analysis. So, keep your trading system simple. 3) Do not rationalize or predict the market. Do not look for comfort in your strategy. In fact, do the reverse. Find comfort in the thought that markets are chaotic and there's always a good chance of you losing a lot of money. This should keep you up on your toes and controls your greed during a profitable streak (You are not a money printing machine, trust me. ) 4) Every trade you open should be assumed as a loss. This is very important in terms of having a healthy mindset towards managing risk. I never open a position based on how much money I can make. I do it based on how much I can afford to lose in this particular trade. 5) Biggest mistake I have observed while working with other traders is not doing their homework. If you don't plan your trades before the day even began, then you will develop a mindset of chasing the market which will lead to your downfall. Which brings me to my next point 6) Maintain three things - a) your daily trading notes that you read before you begin trading b) market observation notes which includes particular strategies and observations in specific markets and c) a full fledged trading journal where you record everything you traded. Always remember that majority of your trading work is done when you're not trading. 7) Journaling is the most important and also most neglected part of trading and most traders, including some very good traders do it in a wrong way. How do I know that? Let me ask you something : Tell me about what kind of trading setups were the most and least profitable in the last 100 trades. Explain them to me in detail including your analysis and opinion on what you think might have happened. If you can answer this in detail and with specific examples from your last 100 trades then I know you have a good journaling habit. If you cannot , then it's time to improve on your record keeping. Remember that your journals are the only way you can guarantee that you will grow as a trader. 8) Remember this no matter what - Not having a position in the market is itself a position if you know what you are doing. There's no need for you to always trade all day everyday and try to make money. In fact, I can guarantee you that markets will not always behave according to your trading system and during those times trying to "find a needle in a haystack " type of behavior is reckless and will take an emotional toll on your mind. Just sit on the sidelines if the market isn't moving according to your system. 9) There's no thing as overbought or oversold scenarios especially in forex. Heaving a bearish bias because the market moved up by a lot is just ridiculous and most likely guarantee that you miss out on bullish scenarios. If you start developing a bearish bias after a huge bullish move then you better have a damn good reason for it instead of just saying " It moved up by a lot so I'm expecting a reversal". 10) This one is a personal opinion. Always remember to take breaks and relax during the weekends. Managing stress while maintaining performance is a huge part of the job and I don't want you to burn out after a few months of serious trading everyday. Maintain a decent social life outside of trading to keep your sanity intact. Get some hobbies. Your health and well being is very important to your long term performance as a trader so don't neglect it.
Hello, I‘m on this algotrading journey starting with crypto for exactly one year now. My strategies have not been profitable yet. I have programmed my bot, teached it all the technical indicators I got to know myself first, have left it live trading and losing half of its assigned budget. I‘ve read alot about backtesting on this forum and started learning this wierd pine script language on Tradingview. I got good looking backtest results based on some simple RSI/MACD scripts. The bot got some fresh budget assigned to lose some of it again. Leaving it running for three months the blue backtest profit hill is slowly turning red as well in the meantime. Overfitted to the max obviously. I tried implementing my own backtester to add some machine learning to even more overfit the overfitted values. I somehow left it in the dark for now and have never used it for live trading yet reading so much about overfitted backtesting within this sub. Since two months I have now completely stopped using backtesting due to this disappointing experience and completely went towards paper trading (using virtual budget on my bot). I have also tried to minimize usage of technical indicators because of the lagging. I consider all the coins instead of only BTC now. The price action is clearly linked to BTC tho (very visible!). Managing my (virtual) budget and allocation towards trades is a big learning for me as well. I slightly look into backtesting again to validate my strategies. Still not profitable but won‘t give up there. I feel heavy doubts sometimes using it but it gives back hope as well. How do you balance your efforts from backtesting compared to live/paper trading? With my full time job I have somehow developed a ritual when coming home the first thing in wifi range is checking the paper trades that my bot has done over the day. Most often re-writing the whole strategy due to bad performance. I need to get more patient on that. Next I want to read more about Forex. Ordered my first book about it yesterday. Just wanted to share my story. Hope it can motivate or helps in some way.
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How to Build a Winning Machine Learning FOREX Strategy in ...
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