Distill
distill.pub
An archive of interactive machine learning articles with live visualisations, written to explain ideas like feature visualisation, attention and optimisation more clearly than a static paper can.
Why it is useful
A rare example of research writing that is designed to be understood. The articles let you drag, tweak and watch a model change, which teaches more than equations alone. The journal paused new publications in 2021, but the existing articles remain a free reference.
More in Learning Resources
Other learning resources you might not have heard of.
- Frontend MentorReal-world frontend challenges with professional Figma designs and no starter code — build the UI yourself and compare with community solutions.
- SQLZooA free interactive SQL tutorial with real database exercises covering SELECT, JOIN, aggregation, subqueries, and window functions — runnable directly in the browser against live datasets.
- MDN Web DocsMozilla's reference documentation for HTML, CSS, and JavaScript — the resource professional web developers keep open in a tab at all times.
- Roadmap.shCommunity-built interactive learning roadmaps for every major developer role and technology.
- BetterExplainedMath lessons built around intuition first and formulas second, with plain-language explanations of ideas like e, imaginary numbers, the Fourier transform and the Pythagorean theorem.
- Hugging Face NLP CourseA free, comprehensive course on natural language processing with transformers, covering the full Hugging Face ecosystem from tokenization through fine-tuning and deployment.