Generative AI with LLM Models on AWS Cloud - Crash Course

Overview

Explore a comprehensive tutorial on building generative AI applications using Langchain, Hugging Face, and AWS services. Learn about the Gen AI project lifecycle, implement end-to-end GenAI use cases on AWS Cloud, deploy Hugging Face models with SageMaker, integrate AWS Bedrock with Langchain, and utilize Amazon CodeWhisperer. Gain hands-on experience with various foundational LLM models, including open-source options, through AWS Bedrock. Access provided GitHub repositories for practical code examples and follow along with the detailed timestamp breakdown to navigate specific topics of interest.

Syllabus

Introduction
Gen AI Project Life Cycle
End To End GenAI Usecase Uing AWS Cloud
Deployment Huggingface models uing Sagemaker
AWS Bedrock With Langchain
Amazon Code Whisperer