Blogs & commentary

by @stats385 · last added 2026-09-24 · 10 items [blogs]

Distill, Colah, Karpathy, lab blogs — readable commentary to accompany papers.

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Lecture 1 recommended blog — architecture intuition for newcomers.

medium.com · node›

Technical ML theory & inference commentary.

inference.vc · node›

Facebook AI Research blog — historically listed on the course links page.

research.facebook.com · node›

Excellent NLP/transfer-learning surveys — good for students crossing into language.

ruder.io · node›

Research announcements and explainers from DeepMind.

deepmind.google · node›

Lab research posts; course lists the classic OpenAI research blog.

openai.com · node›

Berkeley AI Research lab blog — research digests from a top academic lab.

bair.berkeley.edu · node›

Clear practitioner writing — RNNs, ImageNet, and deep learning craft.

karpathy.github.io · node›

Legendary visual essays on backprop, RNNs, and neural net interpretability.

colah.github.io · node›

* Distill

Interactive, carefully edited ML explainers — gold standard for visual pedagogy.

distill.pub · node›