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Homemade Machine Learning: ML algorithms from scratch in Python

Intermediate

Python implementations of popular machine learning algorithms from scratch with interactive Jupyter notebooks and mathematical explanations. Learn the fundamentals by building ML algorithms yourself.

python machine-learning ml jupyter notebook numpy matplotlib education algorithms neural-networks deep-learning data-science

Hugging Face Datasets - Hub of ready-to-use ML datasets

Intermediate

The largest hub of ready-to-use datasets for machine learning models with over 100,000 datasets for NLP, computer vision, audio, and more.

datasets machine-learning nlp computer-vision audio python huggingface pytorch tensorflow data-science