Foundations

Understand language models and choose a learning path.

• Llm Fundamentals (139)
• Courses And Learning Paths (179)
• From Scratch Implementations (1)
• Practitioner Overviews (387)

706 resources · page 5 of 23

• facebookresearch/dinov2

  Creator not supplied; see original source.

  Meta DINOv2 GitHub repo: PyTorch code and models for self-supervised visual features.

  Not applicable (entity) · unknown · unknown resource · en

• Distill (archive)

  Creator not supplied; see original source.

  Distill: archived journal of interactive, visual machine learning research articles.

  Not applicable (entity) · unknown · unknown resource · en

• facebookresearch/dlrm

  Creator not supplied; see original source.

  Meta DLRM GitHub repo: implementation of a deep learning recommendation model.

  Not applicable (entity) · unknown · unknown resource · en

• @dotey (宝玉)

  Creator not supplied; see original source.

  X account of 宝玉 (dotey): Chinese translations and commentary on English AI engineering posts and prompts.

  Not applicable (entity) · unknown · unknown resource · zh

• Doug O'Laughlin (@fabknowledge)

  Creator not supplied; see original source.

  Doug O'Laughlin's Fabricated Knowledge newsletter on semiconductors and AI hardware economics.

  Not applicable (entity) · unknown · unknown resource · en

• Drew Breunig (@dbreunig)

  Creator not supplied; see original source.

  Drew Breunig's blog on AI, data and culture, including posts on how long contexts fail.

  Not applicable (entity) · unknown · unknown resource · en

• Dwarkesh Patel (@dwarkesh_sp)

  Creator not supplied; see original source.

  Dwarkesh Podcast: long-form interviews with AI researchers, founders and thinkers.

  Not applicable (entity) · unknown · unknown resource · en

• Dylan Patel (@dylan522p)

  Creator not supplied; see original source.

  Dylan Patel's SemiAnalysis newsletter on semiconductors, AI infrastructure and compute economics.

  Not applicable (entity) · unknown · unknown resource · en

• @dylan522p (Dylan Patel / SemiAnalysis)

  Creator not supplied; see original source.

  X account of Dylan Patel, SemiAnalysis: analysis of AI infrastructure, chips and data centres.

  Not applicable (entity) · unknown · unknown resource · und

• Ed Zitron (@edzitron)

  Creator not supplied; see original source.

  Ed Zitron's Where's Your Ed At: long-form critiques of AI business models and capital spending.

  Not applicable (entity) · unknown · unknown resource · en

• Ege Erdil (@EgeErdil2)

  Creator not supplied; see original source.

  Mechanize, co-founded by Ege Erdil: company building RL environments for AI labs.

  Not applicable (entity) · unknown · unknown resource · en

• ELLIS research units

  Creator not supplied; see original source.

  ELLIS research page: research programs and units of the European machine learning network.

  Not applicable (entity) · unknown · unknown resource · en

• ELYZA

  Creator not supplied; see original source.

  ELYZA company site: Japanese LLM developer that builds Japanese Llama-based models and supports enterprise LLM use.

  Not applicable (entity) · unknown · unknown resource · ja

• Emily M. Bender (@emilymbender)

  Creator not supplied; see original source.

  Emily M. Bender's University of Washington page: computational linguistics research and critiques of LLMs.

  Not applicable (entity) · unknown · unknown resource · en

• @emollick (Ethan Mollick)

  Creator not supplied; see original source.

  X account of Ethan Mollick, Wharton professor studying AI: posts on AI use in work and education.

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• Сиолошная (Telegram web preview)

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  Web view of the Сиолошная Telegram channel by Igor Kotenkov: Russian-language news and analysis on NLP and AI.

  Not applicable (entity) · unknown · unknown resource · ru

• @EpochAIResearch (Epoch AI)

  Creator not supplied; see original source.

  X account of Epoch AI: research and data on AI compute, models and trends.

  Not applicable (entity) · unknown · unknown resource · und

• Eric Hartford (@erhartford)

  Creator not supplied; see original source.

  Eric Hartford's site, creator of the Dolphin uncensored model series.

  Not applicable (entity) · unknown · unknown resource · en

• Eric Jang (@ericjang11)

  Creator not supplied; see original source.

  Eric Jang's blog: essays on robotics, humanoids, robot data and AI.

  Not applicable (entity) · unknown · unknown resource · en

• @ericzakariasson (Eric Zakariasson)

  Creator not supplied; see original source.

  X account of Eric Zakariasson, formerly Cursor: posts on AI coding agents and workflows.

  Not applicable (entity) · unknown · unknown resource · und

• Erik Bernhardsson (@bernhardsson)

  Creator not supplied; see original source.

  Erik Bernhardsson's blog on software engineering, infrastructure and data.

  Not applicable (entity) · unknown · unknown resource · en

• ETH AI Center

  Creator not supplied; see original source.

  ETH AI Center: ETH Zurich's central hub for AI research across foundations, applications and implications.

  Not applicable (entity) · unknown · unknown resource · en

• ETIH: Khanmigo fell short as Khan Academy rebuilds AI tutor

  Creator not supplied; see original source.

  EdTech Innovation Hub report on Sal Khan saying early Khanmigo fell short and the AI tutor's redesign.

  Not applicable (entity) · unknown · unknown resource · en

• Eugene Yan

  Creator not supplied; see original source.

  Eugene Yan's site: implementation-focused articles on LLM systems, evals and recommender systems.

  Not applicable (entity) · unknown · unknown resource · en

• @eugeneyan (Eugene Yan)

  Creator not supplied; see original source.

  X account of Eugene Yan, Anthropic: posts on applied ML, recommender systems and LLM evals.

  Not applicable (entity) · unknown · unknown resource · und

• European Commission eTranslation

  Creator not supplied; see original source.

  European Commission eTranslation: free AI translation and language tools for public administrations and SMEs.

  Not applicable (entity) · unknown · unknown resource · en

• Evan Hubinger (@EvanHub)

  Creator not supplied; see original source.

  Evan Hubinger's AI Alignment Forum profile with his alignment research posts, including on sleeper agents.

  Not applicable (entity) · unknown · unknown resource · en

• Every: Chain of Thought

  Creator not supplied; see original source.

  Every's Chain of Thought column on AI tools and their use.

  Not applicable (entity) · unknown · unknown resource · en

• ml-course-hse

  Creator not supplied; see original source.

  Evgeny Sokolov's HSE machine learning course GitHub repo with Russian-language lectures and assignments.

  Not applicable (entity) · unknown · unknown resource · ru

• @FanaHOVA (Alessio Fanelli)

  Creator not supplied; see original source.

  X account of Alessio Fanelli, co-host of the Latent Space podcast: posts on AI engineering and startups.

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• @fchollet (François Chollet)

  Creator not supplied; see original source.

  X account of François Chollet, creator of Keras and ARC-AGI: posts on intelligence and deep learning.

  Not applicable (entity) · unknown · unknown resource · und

• FinRL

  Creator not supplied; see original source.

  FinRL GitHub repo (AI4Finance): financial reinforcement learning framework for trading.

  Not applicable (entity) · unknown · unknown resource · en

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