Modules
1. Introduction to AI
- Course Overview
- 1. AI Transformation Across Industries
- 2. Introduction to Artificial Intelligence
- 3. Generative AI Overview
- 4. Accelerating AI with GPUs
- 5. AI Software Ecosystems
- 6. Data Center and Cloud Computing
2. AI Infrastructure
- 7.1 Data Center Platform
- 7.2 GPUs and CPUs for AI
- 7.3 Multi-GPU Systems
- 7.4 Introduction to DPUs
- 8. Networking for AI
- 9. Storage for AI
- 10. Energy Efficient Computing
- 11. Reference Architectures
- 12.1 in the Cloud Unit Overview
- 12.2 Introduction to AI in the Cloud
- 12.3 AI Use Cases in the Cloud
- 12.4 AI in the Cloud Considerations
- 12.5 Supported Cloud Service Providers and Consumption Models
- 12.6 NVIDIA Solutions in the Cloud
3. AI Operations
- 13. AI Data Center Management and Monitoring
- 14. Orchestration, MLOps, and Job Scheduling
