Guides
Resources
Hugging Face
The hub for open-source machine learning models, datasets, and spaces — essential for working with transformers and LLMs in Python
MLflow
Open-source platform for managing the ML lifecycle — experiment tracking, model registry, deployment, and reproducibility across any ML framework
Ollama
Run large language models locally with a simple Python API — supports Llama, Mistral, Gemma, and dozens more open-source models
Think Python (3rd Edition)
Free online book by Allen Downey introducing programming through Python — teaches computational thinking alongside the language, ideal for absolute beginners