Kaggle
Platform for data science competitions, free courses, public datasets, and notebooks — the best place to practice real-world ML
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fast.ai
Free practical deep learning course and library built on PyTorch — teaches cutting-edge techniques with a top-down approach
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Matplotlib
The foundational Python plotting library — creates static, animated, and interactive visualisations, and underpins most of the scientific Python ecosystem
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MLflow
Open-source platform for managing the ML lifecycle — experiment tracking, model registry, deployment, and reproducibility across any ML framework
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