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Machine Learning for Trading

Offered By: Georgia Institute of Technology via Udacity

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Trading Courses Artificial Intelligence Courses Python Courses

Course Description

Overview

This course introduces students to the real world challenges of implementing machine learning based trading strategies including the algorithmic steps from information gathering to market orders. The focus is on how to apply probabilistic machine learning approaches to trading decisions. We consider statistical approaches like linear regression, KNN and regression trees and how to apply them to actual stock trading situations.


Syllabus

  • Manipulating Financial Data in Python
  • Computational Investing
  • Machine Learning Algorithms for Trading

Taught by

Tucker Balch

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