MLOps and Production Deployment for Generative AI

Topics Covered

• This module covers deployment strategies, DevOps practices, CI/CD pipelines, infrastructure automation, and production management for enterprise Generative AI applications.

Topics Covered

• MLOps Fundamentals
• CI/CD for AI Applications
• Infrastructure as Code
• Version Control
• Deployment Pipelines
• Containerization
• Amazon ECS and Amazon EKS Integration
• Application Scaling
• Production Deployment Best Practices