math-for-ml

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sarahabumandil / Linear-Regression-from-Scratch

production ready implementation of Linear Regression using only NumPy, demonstrating the mathematical foundations from gradient descent to scalable deployment.

docker data-science machine-learning optimization numpy linear-regression linear-algebra software-engineering gradient-descent vectorization from-scratch api-deployment mlops fastapi math-for-ml

Updated Apr 1, 2026
Python

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