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Amazon Web Services

Lab - Create functions using AWS SDK for Python with Amazon Bedrock API

Amazon Web Services and Amazon via AWS Skill Builder

Overview

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This lab teaches you how to use the AWS SDK with Amazon Bedrock.


Objectives

  • Use AWS SDK for Python (Boto3) to invoke Amazon Bedrock models
  • Configure an Amazon Bedrock development environment in Jupyter Notebook
  • Wrap an Amazon Bedrock model invocation in a parameterized function
  • Generate text and images using Python code and Amazon Titan
  • Create an analysis check with Amazon Rekognition using Python
  • Integrate Amazon Bedrock with other AWS AI services


Prerequisites

  • Basic knowledge of Python programming
  • Familiarity with Jupyter Notebooks
  • Understanding of AWS Management Console navigation
  • Basic understanding of AI/ML concepts
  • Familiarity with AWS services like Amazon S3 and Amazon Rekognition


Outline

Task 1: Set up the environment

Task 2: Launch Jupyter Notebook

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