Large Language Models (LLMs)¶
Master Large Language Models from pre-training to fine-tuning and deployment. Course 05 · Foundations · 11 lessons · ~22h
Lessons¶
| # | Lesson | Duration | Level |
|---|---|---|---|
| 1 | Introduction to Large Language Models | 55 min | intermediate |
| 2 | From Transformers to LLMs | 55 min | intermediate |
| 3 | Pre-training Strategies | 65 min | advanced |
| 4 | Tokenization Deep Dive | 55 min | intermediate |
| 5 | Embeddings & Representations | 60 min | intermediate |
| 6 | Fine-Tuning Techniques | 65 min | advanced |
| 7 | Instruction Tuning | 55 min | advanced |
| 8 | RLHF — Reinforcement Learning from Human Feedback | 70 min | advanced |
| 9 | LLM Model Architectures | 65 min | advanced |
| 10 | Working with LLM APIs | 60 min | intermediate |
| 11 | Reasoning Models and Test-Time Compute | 55 min | advanced |
| Start here: Introduction to Large Language Models |