- Harvard CS50 Introduction to Programming with Python - A massive, 16-hour long course directly from Harvard University
- Python Full Course for Beginners with Mosh - 6-hour long, 40M views. Published in 2019
- Python Full Course for Beginners by FreeCodeCamp - 4-hour long, 44M views. Published in 2018.
- Learn Python in 1 hour by Mosh- 1-hour long. 17M views. Published in 2020.
- LearnPrompting.org
- ChatGPT Prompt Book - a presentation with great & practical prompts
- Prompt Engineering Guide + GitHub Version
- Prompt Engineering Guide by OpenAI
- Prompt Engineering on TutorialsPoint
- Master ChatGPT and LLM Responses (FreeCodeCamp)
- ChatGPT Tutorials
- Prompt Engineering for Beginners Tutorials
- Optimizing LLMs for accuracy by OpenAI
- What is ChatGPT doing... and Why Does It Work? - deep and solid breakdown
- Intro to LLMs by Karpathy
- Intro to LLMs by Jeremy Howard
- Introduction to Large Language Models by Google Cloud - A 16-minute intro to LLMs + Reading + Quiz
- OpenAI API Playground
- Vercel AI Playground - enables you to test & compare various LLMs next to each other
- The Illustrated Transformer by Jay Alammar
- Tranformer Explainer
- Transformers for Everyone
- Visualizing and Explaining Transformer Models
- A beginners guide to tokens, vectors, and embeddings in NLP
- Understanding Tokens, Vectors and Embeddings (LinkedIn)
- Explained Tokens and Embeddings in LLM (Medium) - It's a really good one.
- The Building Blocks of LLMs: Vectors, Tokens and Embeddings
- LLM Basics: Embedding Spaces - Transformer Token Vectors Are Not Points in Space - very in-depth ecplanation
- Generative AI for Everyone by Andrew Ng
- Intro to Generative AI by Google Cloud - A 22-minute intro to GenAI + Reading + Quiz
Most popular models:
- Prompt Engineering for Developers on DeepLearning.ai - a gentle intro to OpenAI API + Prompting
- Building systems with the ChatGPT API on DeepLearning.ai
- Building GenAI Applications with Gradio
- Open-source models with HuggingFace
- Quantization Fundamentals with Hugging Face
- Improve RAG Performance
- Child-Parent Recursive & Sentence Window Retrieval by Sophia Yang
- 12 RAG Pain Points + Solutions by Wenqi Glantz
- Advanced Retrieval-Augmented Generation: From Theory to LlamaIndex Implementation By Leonie
- Building and Evaluating Advanced RAG Applications (Truera & LlamaIndex)
- Evaluating RAG with RAGAs by Leonie
- RAG Evaluation by Cobus
- RAG Evaluation: Don’t let customers tell you first
- HuggingFace Cookbook
Hybrid Search:
- LLamaIndex & Qdrant notebook
- On Hybrid Search from Qdrant Blog
- LangChain & Weaviate Hybrid Search
- Hybrid Search: Combining BM25 and Semantic Search for Better Results with Langchain
- Understanding and Applying Text Embedding (Vertex AI)
- Large Language Models with Semantic Search (Cohere)
- From Embeddings to Applications by Weaviate
- Building Applications with Vector Databases by Pinecone
- Advanced Retrieval for AI with Chroma
- AI Agents in LangGraph
- AI Agentic Design Patterns with AutoGen
- Multi AI Agent Systems with crewAI
- Building Agentic RAG with LlamaIndex
- What We Learned from a Year of Building with LLMs (Part I)
- What We Learned from a Year of Building with LLMs (Part II)
- What We Learned from a Year of Building with LLMs (Part III)
- Kris Ograbek 😊 - AI Engineering, LLMs, LangChain, AI Agents, Custom AI Tools
- Yannic Kilcher - LLMs, AI Math
- Andrej Karpathy - very technical, great teacher
- Abhishek Thakur - technical, fast-paced AI implementation
- StatQuest with Josh Starmer - math, statistics, algorithms, AI
- James Briggs - RAG, LLMs, AI Agents, Vector Databases, LangChain
- AI Jason - code tutorials for AI Agents, LangChain, RAG
- Matt Wolfe - AI News
- AI Explained - AI News
- Kris Ograbek 😊 - AI Engineering, LLMs, LangChain, AI Agents, Custom AI Tools
- Leonie Monigatti - Weaviate Developer Advocate, Vector Databases, RAG, LLamaIndex, LangChain
- Cobus Greyling - GenAI, LLMs, RAG, AI Agents
- Zhaozhi Ming - Advanced RAG, Knowledge Graphs
- Tim Cvetko - AI Engineering, AI Agents, Projects
- Ryan Nguyen - RAG, LLMs
- Dr. Varshita Sher - LLMs, AI Agents, LangChain, Python
- Tomaz Bratanic - Knowledge Graphs, RAG, Neo4J
- Kamal Dhungana - LangChain, AI Agents, Knowledge Graphs, Neo4J
- Akriti Upadhyay - Open-source LLMs, RAG, LLamaIndex
- Florian June - LLMs, RAG, AI Agents
- Alejandro AO - Coding tutorials, LangChain, RAG, LLMs, OpenAI API