GENERATIVE AI

1- Generative AI Introduction- Introduction to Generative AI, Applications of Generative AI in the real world, Tools 

for Generative AI (Amazon Bedrock, Amazon Sagemaker, Amazon EC2 instances, AWS Trainium, AWS Inferential, Amazon EC2 ultra clusters), Generative AI applications( AWS CodeWhisperer, Amazon Q, PartyRock, AWS HealthScribe )

2- Amazon Codewhisperer Application- Installation options - Free individual tier and Paid Professional Tier, Code Whisperer Features, Steps to Use CodeWhisperer from Visual Studio for Free. (You can connect Visual Studio to Code Whisperer now to get hands-on practice). The Instructions are available in the Text in the last Lecture of this tutorial for reference. 

Demos of creating and converting code snippets in Python, C, C++, C#, and Java in Visual Studio covering Automatic creation of code snippets, Automatic Adding Exception handling code line items to existing codes, and converting code written in C language to C# language.

3- Amazon Bedrock tool, Foundation models, Foundation Models parameters, RAG Framework, and its benefits.

Common Amazon Bedrock models Overview, Amazon Titan text Overview, Amazon Titan Embeddings Overview, AI21 Jurassic-2 Overview, Anthropic Claude 2 Overview, Stability AI (SDXL) Overview, Cohere Command Overview, InvokeModel API Overview, InvokeModelWithResponseStream API Overview. 

4- An overview of Amazon SageMaker Tool, An overview of Amazon EC2 instances Tool, An overview of Amazon Trainium Tool,

 An overview of AWS Inferential Tool, An overview of Amazon EC2 Ultraclusters tool

5- DEMOS OF 5 FREE AI TOOLS FOR PRACTICE