Amazon Bedrock & Aws Generative Ai – Beginner To Advanced

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