Month 23: Building Scalable AI Systems

Week 1: Introduction to Scalable AI Systems

• Overview of Scalable AI Systems
• Challenges in Building Scalable AI Systems
• Scalable AI System Architecture

Week 2: Scalable AI Infrastructure and Technologies

• Overview of Scalable AI Infrastructure and Technologies (Kubernetes, Docker, etc.)
• Containerization and Orchestration
• Distributed Computing and Message Passing

Week 3: Scalable AI Application Development

• Scalable AI Application Development Best Practices
• Model Serving and Inference
• Scalable AI Pipelines and Workflow Management

Week 4: Scalable AI System Deployment and Monitoring

• Scalable AI System Deployment Best Practices
• Scalable AI System Monitoring and Management
• Scalable AI System Security and Governance