Learning Amazon Bedrock

Offered By: LinkedIn Learning

Tags

Python Courses Amazon Web Services (AWS) Courses Streamlit Courses LangChain Courses Generative AI Courses Retrieval Augmented Generation (RAG) Courses Amazon Bedrock Courses

Course Description

Overview

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Get a thorough introduction to Amazon Bedrock, a Generative AI/LLM product addition to the AWS ecosystem.

Syllabus

Introduction

Learning Amazon Bedrock overview
What you should know
AWS setup
Set up AWS credentials

1. Amazon Bedrock Introduction

What is generative AI?
What is Amazon Bedrock?
Models in Amazon Bedrock
Using Playgrounds for Amazon Bedrock
Challenge: Image generation
Solution: Image generation

2. Amazon Bedrock API Integration

Amazon Bedrock API documentation
Python Boto3 Amazon Bedrock support
Invoking Amazon Bedrock APIs
Introduction to LangChain
Simple LangChain workflow
Challenge: Language transalation
Solution: Language translation

3. Building a GenAI Application

What is RAG architecture?
Amazon Bedrock use case
RAG application approach
Coding the solution
Running the solution
Adding Streamlit integration
Running the completed application

Conclusion

Cleanup for Amazon Bedrock
Amazon Bedrock application enhancements
Continuing your Amazon Bedrock journey

Taught by

Lee Assam

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