machine-learning-foundations
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Educational exploration of Gaussian distributions, eigen-decomposition, and Cholesky factorization. Demonstrates the Central Limit Theorem and multivariate data projections using NumPy and Matplotlib visualizations.
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Mar 17, 2026 - Jupyter Notebook
A Python CLI tool for analyzing student performance using Pandas. Modular, beginner-friendly, and command-line operated.
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Jun 28, 2025 - Python
2018 Fall NTU Machine Learning Foundations
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Jan 18, 2019 - Jupyter Notebook
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