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The Hitchhiker's Guide to Machine Learning Algorithms: A book of machine learning algorithms & concepts explained to simply, even a human can understand.
Data Science & Machine Learning Books that people should read. Currently my personal reading list.
Machine Learning Sources/ 机器学习学习资料书籍