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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.

Description

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:

Everyone

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