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mrdbourke/machine-learning-roadmap

An interactive machine learning learning roadmap covering concepts, processes, tools, and math foundations.

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This repository provides a comprehensive visual roadmap for learning machine learning, connecting important ML concepts with learning paths and tool recommendations. It covers five main areas: machine learning problem identification, the ML problem-solving process, tool selection, underlying mathematics, and curated learning resources. The roadmap is available as both a visual diagram and an interactive online version, with additional video walkthrough content.

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