Learn how to implement an automated machine learning strategy with the goal of finding the optimal stocks for algorithmic trading.

In order to implement an algorithmic trading strategy though, you have to first narrow down a list of stocks that you want to analyze. This walk-through provides an automated process (using python and logistic regression) for determining the best stocks to algo-trade.

I will dive deeper into the logic and code below, but here is a high-level overview of the process:

Import the historical data of every stock using yahoo finance.
Pull in over 32 technical indicators for each stock using the technical analysis library.
Perform a logistic regression on each stock using 5, 30, and 60 day observation time periods.
Interpret the results.


#investing #stocks #python #regression #data #data-science

Algorithmic Trading Using Logistic Regression
5.05 GEEK