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 16 of 23

• Vicki Boykis (@vboykis)

  Creator not supplied; see original source.

  Vicki Boykis' blog: technical explanations of embeddings, ML engineering and LLM tooling.

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

• VinAI

  Creator not supplied; see original source.

  VinAI site: Vietnamese company doing AI research and building applied AI products.

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

• Vincent Warmerdam (@fishnets88)

  Creator not supplied; see original source.

  Vincent Warmerdam's calmcode: short video lessons on Python tools and data science.

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

• DL in NLP (@dlinnlp)

  Creator not supplied; see original source.

  DL in NLP Telegram channel by Vlad Lialin: Russian-language news and paper reviews on natural language processing.

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

• Vukosi Marivate (@vukosi)

  Creator not supplied; see original source.

  Vukosi Marivate's site: researcher on African-language NLP and data science, co-founder of Masakhane.

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

• @vukosi (Vukosi Marivate)

  Creator not supplied; see original source.

  X account of Vukosi Marivate, University of Pretoria and Masakhane co-founder: posts on African language NLP.

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

• WGA: AI provisions of the 2023 MBA

  Creator not supplied; see original source.

  WGA page on artificial intelligence provisions in the 2023 Minimum Basic Agreement.

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

• Will Brown (@willccbb)

  Creator not supplied; see original source.

  verifiers GitHub repo (Will Brown, Prime Intellect): library for RL environments and evaluations for LLMs.

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

• Wing Lian (@winglian)

  Creator not supplied; see original source.

  Axolotl GitHub repo, led by Wing Lian: open-source tool for fine-tuning LLMs with many methods.

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

• X recommendation algorithm

  Creator not supplied; see original source.

  twitter the-algorithm GitHub repo: source code of the X recommendation algorithm services.

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

• @xai (xAI)

  Creator not supplied; see original source.

  X account of xAI: official Grok model and company announcements.

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

• XGBoost Documentation

  Creator not supplied; see original source.

  XGBoost documentation: distributed gradient boosting library, a standard non-neural baseline for tabular data.

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

• ngxson GitHub profile (Xuan-Son Nguyen)

  Creator not supplied; see original source.

  Xuan-Son Nguyen's GitHub profile: llama.cpp server and multimodal contributions.

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

• @yandex (Яндекс)

  Creator not supplied; see original source.

  X account of Yandex: Russian-language company news including AI products.

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

• @ylecun (Yann LeCun)

  Creator not supplied; see original source.

  X account of Yann LeCun, executive chairman of AMI Labs: posts on world models and AI research.

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

• Yann LeCun (@ylecun)

  Creator not supplied; see original source.

  AMI Labs site associated with Yann LeCun, currently a launch placeholder with an email signup.

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

• Yao Fu (@Francis_YAO_)

  Creator not supplied; see original source.

  Yao Fu's Notion site with papers and technical notes on LLM reasoning and long context.

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

• sglang

  Creator not supplied; see original source.

  SGLang GitHub repo, co-led by Ying Sheng: serving framework for large language and vision models.

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

• @yoavgo (Yoav Goldberg)

  Creator not supplied; see original source.

  X account of Yoav Goldberg, Bar-Ilan professor and author of a neural NLP primer: posts on NLP and LLMs.

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

• Yoshua Bengio (@Yoshua_Bengio)

  Creator not supplied; see original source.

  Yoshua Bengio's site: Université de Montréal professor and LawZero scientific director, with writing on AI safety.

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

• Matsuo-Iwasawa Lab (University of Tokyo)

  Creator not supplied; see original source.

  Matsuo-Iwasawa Laboratory (University of Tokyo) Japanese site, led by Yutaka Matsuo, Japan government AI strategy adviser.

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

• Zenn

  Creator not supplied; see original source.

  Zenn: Japanese platform where engineers publish technical articles and books, including many on LLMs and AI tooling.

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

• Zhihong Shao (DeepSeek)

  Creator not supplied; see original source.

  DeepSeekMath paper (2024), first-authored by Zhihong Shao, which introduced the GRPO algorithm.

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

• 知乎 Zhihu (AI columns)

  Creator not supplied; see original source.

  Zhihu: Chinese question-and-answer and article platform where Chinese AI engineers publish technical analyses.

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

• Zhu Jun 朱军

  Creator not supplied; see original source.

  Zhu Jun's Tsinghua homepage: ML professor and co-founder of Shengshu, developer of the Vidu video model.

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

• Zindi (community)

  Creator not supplied; see original source.

  Zindi Africa: data-science competition platform with AI challenges and a community of African practitioners.

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

• Zvi Mowshowitz (@TheZvi)

  Creator not supplied; see original source.

  Zvi Mowshowitz's Don't Worry About the Vase: weekly roundups and analysis of AI developments and safety.

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

• 3Blue1Brown Neural Networks

  Creator not supplied; see original source.

  3Blue1Brown neural networks series: visual video lessons explaining neural networks, backpropagation and transformers.

  Beginner · unknown · unknown resource · en

• ai.gov.ru: National portal for artificial intelligence

  Creator not supplied; see original source.

  Russia's national AI portal with the national AI strategy, Code of Ethics and government AI programmes.

  Beginner · unknown · unknown resource · ru

• AIAAIC Repository

  Creator not supplied; see original source.

  AIAAIC Repository: independent register of AI incidents and controversies with case entries.

  Beginner · unknown · unknown resource · en

• Alex Ziskind (@digitalix)

  Creator not supplied; see original source.

  Alex Ziskind's YouTube channel: benchmarks of local LLMs on Macs and other consumer hardware.

  Beginner–Intermediate · unknown · unknown resource · en

• An Introduction to Statistical Learning

  Creator not supplied; see original source.

  Author site for An Introduction to Statistical Learning, with free PDF and labs in R and Python.

  Beginner · unknown · unknown resource · en

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