Community library
Browse files, links, documentation, courses and repositories shared by the UFAZ community.
Packaging ML models into low-latency async REST microservices, writing Pydantic validation schemas, and containerizing with multi-stage Dockerfiles.
fastapi.tiangolo.com/tutorial/Writing clean PyTorch training loops, datasets, dataloaders, and fine-tuning Hugging Face transformers and torchvision vision models.
pytorch.org/tutorials/End-to-end practical guide to feature encoding, cross-validation, hyperparameter tuning, and decision trees/ensembles before touching neural nets.
scikit-learn.org/stable/tutorial/index.htmlThe core mathematical foundations required to understand gradient descent, backprop, eigenvalues, and SVD as taught in Stanford CS229 and UFAZ maths.
mml-book.github.iomml-book.github.io