Udemy - Complete algorithmic forex trading and back testing system 2022-11 Free Download

Udemy – Complete algorithmic forex trading and back testing system 2022-11
English | Tutorial | Size: 11.05 GB

Whilst fun, Forex trading is not easy! To be successful today, you must have the ability to test strategies, automate trading and access information. Note: For this course, we will use the Oanda API service. It is available in most countries worldwide We will start by learning to use Python to access the Oanda REST API. Next, we’ll download a few thousand candles and develop a simple strategy back test, testing multiple parameters and currency pairs at once. We’ll use the results from this back test to learn how to automate the export of results into a spreadsheet format with tables and graphs. Once the simple strategy has been tested, we’ll get hold of a lot more data – six years’ worth for multiple time frames. We’ll rerun our simple strategy, and then move on to implementing candle pattern detection and indicator calculation. We will also look at using multi-processing to speed up the testing even more. Now we have some more knowledge, it’s time to create a more comprehensive back testing system – with spread and breaking candles down into finer time frames. For testing we will choose two strategies with over a million views on YouTube and assess whether they really give the claimed 90% win rate.

It’s now time to move on to the big moment – the live trading bot. We will develop a robust trading bot that trades multiple pairs with comprehensive logging. We will structure the code such that it is easy to swap in and out strategies. Now it’s time to get more advanced and learn how stream prices live – using multi-threading with events and work queues to react to prices and make decisions We will learn how to use Web Scraping with Python to access live sentiments, technicals, headlines and economic data. Alongside this, we’ll create a MongoDB database to store our data. Next up: React! We will use the famous framework to develop ourselves a web application that can access live prices, our sentiment data and much more.
What you’ll learn

Build a robust live 24/7 trading bot with Python
Learn to use Python and multi-threading to stream live prices
Leverage multi-threading, events and work queues to make trading decisions
Build a comprehensive strategy back testing system that tests thousands of trades a second
Learn how to integrate spread and fine grain prices into your strategy testing for accurate results
Archive historical data and back test multiple instruments over a six+ year period
Learn data science techniques with Jupyter Notebooks and Pandas to analyse your results
Automate spreadsheet creation with tables and charts for further analysis
Have some fun evaluating popular YouTube strategies with promised 90% win rates

Who this course is for

Someone who is interested in building and automating trading systems
Someone who want to learn common data science techniques

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