A Practical Introduction to Large Language Models (LLMs) The OpenAI (Python) API | Introduction & Example Code The Hugging Face Transformers Library | Example Code + Chatbot UI with Gradio Prompt Engineering: How to Trick AI into Solving Your Problems Fine-tuning Large Language Models (LLMs) | w/ Example Code How to Build an LLM from Scratch | An Overview A (Data) Entrepreneur's Guide to LLMs | TDE Workshop 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) Compressing Large Language Models (LLMs) | w/ Python Code Fine-Tuning BERT for Text Classification (w/ Example Code) The Reality of Building AI Agents | TDE Podcast #10 - Nicolay Gerold How to Build End-to-End LLM Solutions | TDE Podcast #11 - Paul Iusztin & Maxime Labonne Building Production-Grade RAG Apps | TDE Podcast #12 - Jason Liu How to Train LLMs to "Think" (o1 & DeepSeek-R1) Fine-tuning LLMs on Human Feedback (RLHF + DPO) How to Evaluate (and Improve) Your LLM Apps Your LLM Prompts Suck... here's how to fix them. How to Improve LLM Apps with Error Analysis How to Improve AI Apps with (Automated) Evals