Tutorials

• [ ] LLMs in Practice Series ⏳
  • [x] Intro to LLMs
  • [x] The OpenAI (Python) API | Introduction & Example Code
  • [x] The Hugging Face Transformers Library | Example Code + Chatbot UI with Gradio
  • [x] Prompt Engineering: How to Trick AI into Solving Your Problems
  • [x] Fine-tuning Large Language Models (LLMs) | w/ Example Code
  • [x] How to Build an LLM from Scratch | An Overview
  • [x] A (Data) Entrepreneur's Guide to LLMs | TDE Workshop
  • [x] 3 Ways to Make a Custom AI Assistant | RAG, Tools, & Fine-tuning
  • [ ] QLoRA—How to Fine-tune an LLM on a Single GPU (w/ Python Code)
  • [ ] How to Improve LLMs with RAG (Overview + Python Code)
  • [ ] Text Embeddings, Classification, and Semantic Search (w/ Python Code)
  • [ ] Local LLM Fine-tuning on Mac (M1 16GB)
• [ ] OpenAI ⏳
  • [x] Getting Started
  • [x] Capabilities
  • [ ] Endpoints
    • [ ] Continue from Fine-tuning > Preparing your dataset
  • [ ] Assistants
  • [ ] ChatGPT
  • [ ] Guides
• [ ] RAG tutorial
• [ ] CrewAI tutorial
• [ ] Flux tutorial
• [ ] Hugging Face
  • [ ] tutorial using Jupyter notebooks.
• [ ] PyTorch
• [ ] LangChain tutorial
• [ ] https://www.codecademy.com/catalog/subject/artificial-intelligence

Product Explorations

• [x] Meta AI -- Llama - chat
  • [ ] AI demos by Meta
• [ ] ChatHub
• [x] Anthropic -- Claude - chat
• [x] Google -- Gemini - chat
• [ ] Perplexity AI - chat
• [x] DALL-E 3 - image gen