# 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](https://www.coursera.org/learn/generative-ai-with-llms?#about) 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](https://coursera.org/verify/CFQY6LPC25BV)
