Learn how to download data for multiple Cryptocurrencies. Build trading system from scratch that uses Volume profiles, linear regression and price action to find interesting price levels where we open position once market returns back.

I will show you how to optimize strategy parameters, run backtests, evaluate results and few more cool stuff that I hope you will find interesting. Then we create screener that automatically download real time data, optimize, backtest and plot our levels so you can monitor multiple instruments easily. At the end you will have several useful tools that you can use for your own algorithmic strategies. And also nice introduction to concepts like Monte Carlo analysis or Walk forward optimization that algorithmic traders use to test their strategies.

Visualization is crucial part of understanding what is happening when you run backtest so I will show you how to get the most out of python visualization libraries that I use most of the time.

I use Cryptocurrencies as an example but you can use most of the code for Forex, stocks or other instruments with slight adjustments…

I really hope that you will learn something new here and use this informations to build even better trading systems.