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jyotipmahes / ML-Interview-Prep

git clone https://github.com/jyotipmahes/ML-Interview-Prep.git

A Jupyter notebook collection of from-scratch ML algorithm implementations and interview prep for machine learning engineer roles.

Why you might care

Useful for MLE candidates who want to practice implementing core algorithms like linear/logistic regression, K-Means, KNN, backprop, attention, LoRA, and BPE in NumPy or PyTorch. Each topic includes math formulations, interview tips, and verification tests.

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Star history (as recorded here)

2026-11-01 · 114 ★ 2026-11-06 · 600 ★
LanguageJupyter Notebook
License—
Created2026-10-31 (6d ago)
Last push5d ago
Watchers6
OwnerUser

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Blurb generated by claude-haiku-5-5 4d ago. Star deltas marked ~ are extrapolated from partial history.