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jonkrohn/ML-foundations

A structured curriculum teaching the mathematical and computational foundations of machine learning through Jupyter notebooks.

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This repository provides Jon Krohn’s Machine Learning Foundations curriculum, covering eight subjects organized into four areas: Linear Algebra, Calculus, Probability and Statistics, and Computer Science. The notebooks build progressively and include hands-on code implementations using popular ML libraries like NumPy, TensorFlow, and PyTorch to demonstrate concepts.

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