Generative AI with Large Language Models - Deeplearning.AI and Amazon Web Services
This repository contains all the resources I used and created for the Generative AI with LLMs course on Coursera
Course Syllabus
Week 1
- Transformer Architecture
- Prompting and Prompt Engineering
- Generative AI Project Lifecycle
- Pre-training LLMs
Week 2
- Instruction Fine-Tuning
- Model Evaluation and Benchmarks
- Parameter Efficient Fine-Tuning (PEFT)
- LoRA and Soft Prompts
Week 3
- Reinforcement Learning from Human Feedback (RLHF)
- Proximal Policy Optimization
- Model optimization for deployment
- LLM application architecture
You can view my course certificate here
