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Quant/Algorithm trading resources with an emphasis on Machine Learning

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GitHub Stars
123
Curated Resources
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1 hour ago
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BooksOnline series and coursesYoutube videosBlogs and content websitesInterviewsPapersReinforcement Learning environmentsCode

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What's inside

Books

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    Advances in Financial Machine Learning

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

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    Big Data and Machine Learning in Quantitative Investment

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    Advanced Algorithmic Trading

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

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

Papers

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    A Robust Predictive Model for Stock Price Forecasting

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    An Investigation into the Use of Reinforcement Learning Techniques within the Algorithmic Trading Domain

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    The 10 reasons most Machine Learning Funds fails

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    Practical Deep Reinforcement Learning Approach for Stock Trading

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    Machine Learning for Trading

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    Deep Learning for Finance: Deep Portfolios

Online series and courses

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    Machine Learning for Trading

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    Artificial Intelligence for Trading

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    Guided Tour of Machine Learning in Finance

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    Fundamentals of Machine Learning in Finance

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    Reinforcement Learning in Finance

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    Overview of Advanced Methods for Reinforcement Learning in Finance

Youtube videos

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    Videos about stock market prediction using Deep Learning

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    webinars about Machine Learning for trading

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    Webinars about Machine Learning for trading

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    Machine Learning for Forex and Stock analysis and algorithmic trading

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

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    Machine Learning for Algorithmic Trading 3 part series

Blogs and content websites

Interviews

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    Machine learning for algorithmic trading with Bert Mouler

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    Algo trader using automation to bypass human flaws with Bert Mouler

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    Detective work leading to viable trading strategies with Tom Starke

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    Good Uses of Machine Learning in Finance with Max Margenot

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    Trading strategies, powered by machine learning with Morgan Slade

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    Portfolio manager Michael Himmel talks AI and machine learning in trading

Code

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    Algorithmic trading using machine learning

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

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    pairs trading with ML

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    Advances in Financial Machine Learning Exercises

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    Package for Advances in Financial Machine Learning

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    Using python and scikit-learn to make stock predictions

Reinforcement Learning environments

Showing a sample of 123 resources. View the full list on GitHub →