Generative AI Handbook: A Roadmap for Learning Resources
Stanford CS224N Natural Language Processing with Deep Learning
李宏毅 - 生成式人工智能导论
Princeton CS597 Understanding Large Language Models
Stanford CS324 Advances in Foundation Models
CMU 11-711 Advanced Natural Language Processing
Samuel Albanie - Foundation Models
Stanford CS336 Language Modeling from Scratch
Maxime Labonne - LLM Hands-on Course
Umar Jamil's Youtube Channel
LangChain's Youtube Channel
Deeplearning.ai Courses
Stanford CS25 Transformers United
UCB CS294 Large Language Model Agents
UCB CS294 Advanced Large Language Model Agents
Caltech CS159 Large Language Models for Reasoning
UWaterloo CS886 Recent Advances on Foundation Models
Anthropic LLM Courses: API Fundamentals / Prompt Engineering / Real World Prompting / Prompt Evaluations / Tool Use
Reinforcement Learning from Human Feedback Handbook
MIT Introduction to Data-Centric AI
UW CSE599J Data-centric Machine Learning
ICLR 2024 Workshop on Large Language Models for Agents
ICLR 2024 Workshop on Reliable and Responsible Foundation Models
ICLR 2024 Workshop on Mathematical and Empirical Understanding of Foundation Models
ACL 2023 Tutorial: Complex Reasoning in Natural Language
ACL 2023 Tutorial: Retrieval-based Language Models and Applications
Tutorial on MultiModal Machine Learning
Alignment Guidebook
ACL 2022 Tutorial: Vision-Language Pretraining: Current Trends and the Future
ACL 2020 Tutorial: Commonsense
Lilian Weng's Blog
Andrej Karpathy's Blog
Chip Huyen's Blog
Interconnects.ai
Sebastian Raschka's Blog
Maxime Labonne's Blog
Jay Alammar's Blog
The Gradient Substack
Deep (Learning) Focus Substack
Artificial Fintelligence Substack
The TWIML AI Podcast with Sam Charrington
Huggingface's Blog
OpenAI's Research Blog
Meta AI Blog
Google DeepMind's Blog
Awesome-LLM - A Curated List of Large Language Model
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