awesome-quant-machine-learning-trading

Advances in Financial Machine Learning

Quantitative Technical Analysis: An integrated approach to trading system development and trading management

Advanced Algorithmic Trading

Machine Learning for Finance: Data algorithms for the markets and deep learning from the ground up for financial experts and economics

Hands-On Machine Learning for Algorithmic Trading: Design and implement smart investment strategies to analyze market behavior using the Python ecosystem

Financial Signal Processing and Machine Learning

Machine Learning for Trading articles

Tutorials and notebooks tagged with Machine Learning

Lecture notebooks on ML-related statistics

Deep Learning and the Cross-Section of Expected Returns

Computational Intelligence and Financial Markets: A Survey and Future Directions

Deep Learning Networks for Stock Market Analysis and Prediction: Methodology, Data Representations, and Case Studies

Stock Market Prediction on High-Frequency Data Using Generative Adversarial Nets

Improving Stock Movement Prediction with Adversarial Training

The 10 reasons most Machine Learning Funds fails

Deep Reinforcement Learning based Trading Agent for Bitcoin

Deep Learning based Python Library for Stock Market Prediction and Modelling

A powerful and flexible Python framework for designing, backtesting, optimizing, and deploying algotrading bots

Use Reinforcement Learning and Supervised learning to Optimize portfolio allocation

Using deep actor-critic model to learn best strategies in pair trading

pairs trading with ML

Machine Learning for Trading

Artificial Intelligence for Trading

Guided Tour of Machine Learning in Finance

Fundamentals of Machine Learning in Finance

Reinforcement Learning in Finance

Overview of Advanced Methods for Reinforcement Learning in Finance

Videos about stock market prediction using Deep Learning

Webinars about Machine Learning for trading

Machine Learning for Forex and Stock analysis and algorithmic trading

Python programming for Finance (a few videos including Machine Learning)

Machine Learning for Algorithmic Trading 3 part series

Machine Learning for Quantitative Trading Webinar

Trading strategies, powered by machine learning with Morgan Slade

Portfolio manager Michael Himmel talks AI and machine learning in trading

Cryptocurrencies and Machine Learning with Bert Mouler

This quants’ approach to designing algo strategies with Michael Halls-Moore

Machine learning for algorithmic trading with Bert Mouler

Algo trader using automation to bypass human flaws with Bert Mouler