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Amazon Web Services

DevOps and AI on AWS: CI/CD for Generative AI Applications

Amazon Web Services via edX

Overview

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In this course, we focus on the DevOps practices of building, deploying, and managing applications enhanced with generative AI features. You’ll learn how to implement Continuous Integration and Continuous Deployment (CI/CD) pipelines, explore strategies for reliable automation, and improve monitoring and observability for your applications. The course emphasizes practical skills to streamline releases, reduce potential errors, and maintain high-quality, scalable systems in dynamic cloud environments.

With dedicated modules for*Automatic deployments* , Infrastructure as Code, Monitoring, and Operations, you’ll improve your understanding and ability to execute as a Developer or DevOps Engineer. Get comfortable with AWS services by learning how to use Amazon CodeDeploy in a CI/CD pipeline and using the AWS Cloud Development Kit. You’ll then use AWS Services to help with observability and monitoring (Amazon CloudWatch Anomaly detection and AWS X-Ray insights) - both services with AI features to help with more effective monitoring and alarms. By the end of this course, you’ll have built a robust application that supports continuous releases, improves time to market for new features and fixes, and reduce potential for human error.

Syllabus

Week 1: Introduction to DevOps

  • The Role of IaC in DevOps****
  • GenAI Considerations for DevOps
  • Hands-on Lab: Set Up CI/CD Pipeline

Week 2: Release and Deploy

  • Using AWS CodeDeploy in a Pipeline
  • Using the AWS Cloud Development Kit
  • Hands-on Lab: Deploy Application Infrastructure Using CDK With a CI/CD Pipeline

Week 3: Monitor and Operate

  • Cloud Monitoring with Amazon CloudWatch
  • AWS CloudTrail: Activity and Administrative API Monitoring on AWS
  • Hands-on Lab: Systems Manager for Diagnostics

Taught by

Morgan Willis, Russell Sayers and Rafael Lopes

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