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Coding Preparation

Machine Learning

Textbooks

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Probabilistic Machine Learning: An Introduction⁠

, 3 Books, Book 1 is Probabilistic Perspective

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Deep Learning with Pytorch⁠

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Machine Learning StackOverflow Book⁠

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AI Expert Roadmap⁠

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Upenn ML Math⁠

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Videos

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YouTube Channel Masterlist⁠

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Computational Biology with Python⁠

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Cheatsheets

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Data Science & Statistics Cheat Sheet⁠

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Math You Need to Succeed in ML Interview⁠

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Stanford Tips and Tricks Cheat Sheet⁠

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Projects

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500+ AI Projects with Code⁠

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Papers With Code⁠

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Machine Learning for Asset Management⁠

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Kepler Exoplanets Using PyTorch⁠

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Miscellaneous

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Seeing Theory⁠

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Idiosyncrasies & challenges of data driven learning in trading⁠

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Big Data & AI Strategies JP Morgan⁠

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Books for Statistical Analysis⁠

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800 Data Science Questions⁠

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