Resources: AI Methodology

See below to view our collection of resources focusing on the topic of AI methodology related to financial machine learning.

Conditional Parameter Optimization Webinar 

Hosted By Dr. Ernest Chan

CPO: Adapting Parameters to Changing Market Regimes 

Written By Dr. Ernest Chan 

The Amazing Efficacy of Cluster-Based Feature Selection 

Written By Dr. Ernest Chan & Xin Man

What is the Probability of Profit of your Next Trade? (Introducing

Written By Dr. Ernest Chan

What to do Before Machine Learning? 

Written By Dr. Ernest Chan & Dr. Roger Hunter

Financial Data Science and Machine Learning 

Written By Dr. Ernest Chan 

Applying Machine Learning Techniques to Everyday Strategies 

Written By Dr. Ernest Chan 

Additional Resources

Feature Engineering


Sample Datasets

Latest Publications

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