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Awesome-AIGC-Tutorials
Curated tutorials and resources for Large Language Models, AI Painting, and more.
https://github.com/luban-agi/Awesome-AIGC-Tutorials
Last synced: 3 days ago
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💬 Large Language Models
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🔧 LLMs in Practice
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💡 Prompt Engineering
- Prompt Engineering for ChatGPT - Vanderbilt University
- Prompt Engineering Guide - DAIR.AI
- Learn Prompting
- LangChain AI Handbook - James Briggs and Francisco Ingham
- Prompt Engineering for ChatGPT - Vanderbilt University
- ChatGPT Prompt Engineering for Developers - DeepLearning.AI - Easy-green)
- Building Systems with the ChatGPT API - DeepLearning.AI
- LangChain for LLM Application Development - DeepLearning.AI
- LangChain: Chat with Your Data - DeepLearning.AI
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🔬 Theory of LLMs
- CS 601.471/671 NLP: Self-supervised Models - Johns Hopkins University
- CS324 - Advances in Foundation Models - Stanford University
- CS11-711 Advanced Natural Language Processing - Carnegie Mellon University
- 11-667: Large Language Models Methods and Applications - Carnegie Mellon University
- CS 601.471/671 NLP: Self-supervised Models - Johns Hopkins University
- CS224N: Natural Language Processing with Deep Learning - Stanford University
- TinyML and Efficient Deep Learning Computing - Massachusetts Institute of Technology
- Speech and Language Processing - Dan Jurafsky and James H. Martin
- COS 597G (Fall 2022): Understanding Large Language Models - Princeton University
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👋 Introduction
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🧠 Deep Learning
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🌊 Stable Diffusion Principles and Applications
- Neural Networks: Zero to Hero - Andrej Karpathy
- Neural Networks/Deep Learning - StatQuest
- Neural Networks - 3Blue1Brown
- Practical Deep Learning for Coders - fast.ai
- Deep Learning Specialization - Andrew Ng
- 6.S191: Introduction to Deep Learning - Massachusetts Institute of Technology
- CS25: Transformers United V2 - Stanford University
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💻 AI System
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🌊 Stable Diffusion Principles and Applications
- Deep Learning Systems: Algorithms and Implementation - Tianqi Chen, Zico Kolter
- CS 329S: Machine Learning Systems Design - Stanford University
- AI-Sys-Sp22 Machine Learning Systems - University of California, Berkeley
- 15-849: Machine Learning Systems - Carnegie Mellon University
- Computer Science 598D - Systems and Machine Learning - Princeton University
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🗂 Miscellaneous
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✨ Star History
- ![Star History Chart - history.com/#luban-agi/Awesome-AIGC-Tutorials&Date)
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🤝 Friendship Links
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🎨 AI Painting
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🌊 Stable Diffusion Principles and Applications
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🧑🎨 Art Fundamentals and AI Painting Techniques
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🔔 Recent Updates
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🔊 AI Audio
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🌊 Stable Diffusion Principles and Applications
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🌈 Multimodal
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🌊 Stable Diffusion Principles and Applications
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Programming Languages
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