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This category is curated by: Kris Longmore of Robot Wealth
Kris is a former engineer and hedge fund quant. He founded Quantify Partners and Robot Wealth, both of which facilitate the pursuit of his obsession with machine learning and algorithmic trading.
Applied Predictive Modeling
The Elements of Statistical Learning
Machine Learning with R
An Introduction to Statistical Learning with Applications in R
Statistically Sound Machine Learning for Algorithmic Trading of Financial Instruments
Python Machine Learning
Python Machine Learning Blueprints
Data Science from Scratch: First Principles with Python
Fundamentals of Machine Learning for Predictive Data Analytics
Financial Signal Processing and Machine Learning
Natural Language Processing with Python
Machine Learning In Computational Finance: Practical algorithms for building artificial intelligence applications
Deep Learning (Direct Link)
Probabilistic Graphical Models