Introduction

Generative AI with Large Language Models course developed by DeepLearning.AI and AWS

Notes #

• Week 1 Part 1 - Introduction to LLMs and the Generative AI Project Lifecycle
• Week 1 Part 1 - Transformers Architecture
• Week 1 Part 2 - Pre-training and Scaling Laws
• Week 1 - Research Papers
• Week 2 Part 1 - Fine-tuning LLMs with Instruction
• Week 2 Part 2 - Parameter Efficient Fine-tuning
• Week 2 - Research Papers
• Week 3 Part 1 - Reinforecement Learning from Human Feedback
• Week 3 Part 2 - LLM-powered Applications
• Week 3 - Research Papers
• Course Conclusion

Credits #

• The in-line diagrams are taken from Coursera, unless specified otherwise
• These notes were developed using lectures/material/transcripts from the course