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New customer offer! Top courses from $13.99 when you first visit Udemy

We will create a algorithmic trading strategy that earns 50% annually.


It’s with pride that I offer this data science course for algorithmic trading. It is the fruit of several years of work in the field in order to truly understand all the subtleties of the world of quantitative finance.




Using libraries will allow you to do complex mathematical calculations applied to finance in just a few lines of code. We will see how to create a algorithm of trading from data import to automatic positions. You will create an algorithm that will yield more than 50% annually on the Nasdaq 100 using an algorithm.






In summary, we will study:


The numpy library to do scientific calculations


The pandas library to organize and visualize data


The Matplotlib library to make powerful graphics


Features engineering


Linear regression for finance


Machine vector support


Decision tree


Random Forest


Apply and understand the Sharpe ratio


Apply and understand the Sortino ratio


Understanding the volatility of a stock market asset


Understand and create a backtesting universe that is easy to reuse


Backtest the strategy


Who this course is for:


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