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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 Transformers: State-of-the-Art Machine Learning

Intermediate

Get started with Hugging Face Transformers, the leading library for state-of-the-art machine learning models in PyTorch, TensorFlow, and JAX. Learn installation, configuration, and practical use cases for NLP, vision, audio, and multimodal tasks.

python machine-learning ai nlp pytorch tensorflow deep-learning huggingface