dformoso/machine-learning-mindmap
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
Structured as interconnected hierarchies covering the complete ML pipeline—data processing, foundational mathematics (linear algebra, probability, statistics), algorithm categories, and model implementations—with companion Jupyter notebooks demonstrating end-to-end sklearn workflows. Designed as a reference guide synthesizing academic sources (Stanford/Oxford lectures, canonical ML textbooks) into visual taxonomy rather than tutorial documentation.
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