nghia89hoang/generative_ai_llms

Generative AI with Large Language Models on Coursera offered by Deeplearning.AI and AWS.

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