Learning & reference for beginner learners
119 resources · page 3 of 4
李沐 paper-reading (论文精读)
by Mu Li
paper-reading GitHub repo (Mu Li): index of Chinese section-by-section video readings of deep learning papers.
Peter Steinberger blog
Peter Steinberger's blog on building AI-powered developer tools, creator of OpenClaw.
PhoBERT
VinAI PhoBERT GitHub repo (EMNLP 2020): pretrained language models for Vietnamese.
PR[AI]RIE-PSAI
PR[AI]RIE-PSAI: Paris AI cluster and school, successor to the PRAIRIE institute, founded by CNRS, Inria, Institut Pasteur, PSL and Université Paris Cité.
Presenton Documentation
by Presenton
Presenton documentation: open-source AI presentation generator, setup and usage.
Problematic Paper Screener (Cabanac et al.)
by Guillaume Cabanac et al. (IRIT, University of Toulouse)
Problematic Paper Screener (Cabanac et al.): flags published papers with tortured phrases and AI-generated text.
PyMC
by PyMC
PyMC GitHub repo: Bayesian modelling and probabilistic programming in Python.
RIKEN AIP
by RIKEN Center for Advanced Intelligence Project (AIP)
RIKEN Center for Advanced Intelligence Project (AIP): Japanese AI research center with three research groups.
Sebastian Raschka
Sebastian Raschka's blog archive: posts on LLMs, AI research and PyTorch.
AI in 2025: Building Blocks Firmly in Place (Sequoia Capital)
Sequoia Capital essay on the state of AI in 2025, covering foundation models, applications and market structure.
Shanghai AI Lab
Shanghai AI Laboratory official site in Chinese: research on large models, embodied AI, safety and AI for science.
Sixth Tone: with AI, China's new hit dramas are virtually writing themselves
by Sixth Tone
Sixth Tone report on Chinese micro-dramas increasingly written and produced with AI.
Skoltech
by Skoltech
Skoltech: Russian technology university with AI and data science research.
Skylight (Ai2)
Skylight: Ai2's free maritime monitoring platform that uses satellite data and ML to detect vessels.
Stanford CS224N
by Stanford University (CS224N)
Stanford CS224N: Natural Language Processing with Deep Learning course site with lectures and assignments.
Stanford CS231n
Stanford CS231n course site: Deep Learning for Computer Vision lectures, notes and assignments.
The Decoder: Netflix used generative AI for a VFX scene in El Eternauta
by The Decoder
The Decoder report on Netflix using generative AI for a final VFX scene in El Eternauta.
TorchGeo
by TorchGeo
TorchGeo GitHub repo: datasets, samplers, transforms and pretrained models for geospatial deep learning.
Transkribus
Transkribus: AI platform from READ-COOP that turns handwritten historical documents into searchable text.
Transkribus (READ-COOP)
Transkribus about page: handwritten text recognition platform for archives, run by the READ-COOP European cooperative.
Tsinghua NLP (THUNLP)
Tsinghua University NLP lab (THUNLP) homepage in Chinese.
U Tokyo Matsuo Lab
by Matsuo Lab (University of Tokyo)
Matsuo-Iwasawa Laboratory (University of Tokyo): deep learning research lab.
Artificial Intelligence (AI): Judicial Guidance (UK Judiciary)
by Courts and Tribunals Judiciary
UK Judiciary guidance on AI for judicial office holders, updated October 2025.
Guidance for generative AI in education and research (European School Education Platform)
EU School Education Gateway entry for UNESCO's guidance on generative AI in education and research.
Vesuvius Challenge
Vesuvius Challenge site: prize competition using machine learning to read carbonised Herculaneum scrolls, with data and tutorials.
ai.gov.ru: National portal for artificial intelligence
by Government of the Russian Federation (ai.gov.ru)
Russia's national AI portal with the national AI strategy, Code of Ethics and government AI programmes.
AIAAIC Repository
by AIAAIC
AIAAIC Repository: independent register of AI incidents and controversies with case entries.
Antiqua et nova: Note on the Relationship Between Artificial Intelligence and Human Intelligence
by Holy See (Dicastery for the Doctrine of the Faith)
Vatican note Antiqua et nova (January 2025) on the relationship between artificial and human intelligence.
Chip Huyen books (AI Engineering)
by Chip Huyen
Chip Huyen's books page, including AI Engineering and Designing Machine Learning Systems.
动手学深度学习 course (Mu Li)
by Mu Li (李沐)
Mu Li's free Chinese video course accompanying the book Dive into Deep Learning, with schedule and lecture videos.
CS自学指南 csdiy.wiki
by csdiy.wiki community (PKUFlyingPig)
CS自学指南 (csdiy.wiki): Chinese self-study map of computer science courses, including ML systems and LLM courses.
DataTalksClub MLOps Zoomcamp
DataTalksClub MLOps Zoomcamp GitHub repo: free course on deploying, monitoring and maintaining ML models.