Machine Learning for Forex and Stock Analysis and Algorithmic Trading

Overview

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Dive into a comprehensive 3.5-hour tutorial on machine learning applications for forex and stock analysis, as well as algorithmic trading. Explore pattern recognition techniques, data analysis methods, and predictive modeling for financial markets. Learn to implement percent change calculations, identify and store patterns, and use past outcomes for future predictions. Gain hands-on experience in preparing back-tests and increasing pattern complexity to enhance trading strategies. Master the integration of machine learning concepts with technical analysis for more effective automated trading in forex and stock markets.

Syllabus

Machine Learning and Pattern Recognition for Algorithmic Forex and Stock Trading: Intro.
Quick look at our Data: Machine learning for Stocks and Forex Technical Analysis.
Machine Learning and Pattern Recognition for Stocks and Forex Part 3.
Percent Change: Machine Learning for Automated Trading in Forex and Stocks Part 4.
Finding Patterns: Machine Learning for Automated Trading in Forex and Stocks Part 5.
Pattern Finding and Storing: Machine Learning for Algorithmic Trading in Forex and Stocks Part 6.
Current Pattern: Machine Learning for Algorithmic Trading in Forex and Stocks.
Predicting outcomes with Pattern Recognition: Machine Learning for Algorithmic Trading p. 8.
Pattern Recognition: Machine Learning for Algorithmic Trading Part 9.
Increasing Pattern Complexity: Machine Learning for Algorithmic Trading in Forex and Stocks.
Pattern Recognition and Outcome: Machine Learning for Algorithmic Trading in Forex and Stocks.
Displaying all Patterns Recognized: Machine Learning for Algorithmic Trading in Forex and Stocks.
Variables in Pattern Recognition: Machine Learning for Algorithmic Trading in Forex and Stocks p. 13.
Past outcomes as predictions: Machine Learning for Automated Trading in Forex and Stocks p. 14.
Predicitions From Patterns: Machine Learning and Pattern Recognition for Forex and Stock Trading.
Average prediction pattern recognition Machine Learning for Algorithmic Trading.
Machine Learning and Pattern Recognition for Algorithmic Trading p. 17.
Preparing back-test: Machine Learning and Pattern Recognition for Algorithmic Trading p. 18.
Conclusion - Machine Learning and Pattern Recognition for Algorithmic Trading p. 19.