Published 12/2023
https://www.udemy.com/course/amazon-bedrock-aws-generative-ai-beginner-to-advanced/

Complete guide to build Enterprise GenAI Apps using Amazon Bedrock on AWS. No prior AI/ML/Coding exp. req.

What you’ll learn

Learn fundamentals about AI, Machine Learning and Artificial Neural Networks.

Learn about how Generative AI works and deep dive into Foundation Models.

Amazon Bedrock – Detailed Console Walkthough, Bedrock Architecture, Pricing and Inference Parameters.

Use Case 1: Media and Entertainment Industry: Generate Movie Poster Design using API Gateway, S3 and Stable Diffusion Foundation Model

Use Case 2: Text Summarization for Manufacturing Industry using API Gateway, S3 and Cohere Foundation Model

GenAI Project Lifecycle: Phase 1 – Use Case Selection – Discuss about various phases of GenAI and How to identify right use case

GenAI Project Lifecycle: Phase 2 – Foundation Model Selection – Theory and Handson using AWS Bedrock Model Evaluation Service

GenAI Project Lifecycle: Phase 3 – Prompt Engineering – Factors Impacting Prompt design – Claude, Amazon Titan, Stability Diffusion, Prompt design Techniques

GenAI Project Lifecycle: Phase 4 – Fine Tuning of Foundation Models – Theory and Hands-On

Code Generation using AWS CodeWhisperer and CDK – In Typescript

Python Basics Refresher

AWS Lambda and API Gateway Refresher

Requirements

There are no course pre-requisites for this course except basic AWS Knowledge. I will provide basic overview of AI/ML concepts and have included Python, AWS Lambda and API Gateway refresher at end of course in case you are not familiar with python coding or these AWS services.