Companion literature for the DAKI3 - AI Systems & Infrastructure course at Aalborg University in the form of blog posts.
Course Outline
- Phase A: Interact with AI Systems
- Module 1: API Fundamentals
- Module 2: Advanced APIs in the Era of AI
- Module 3: Wrap AI Models with APIs
- Phase B: Infrastructure & Deployment of AI
- Module 4: AI Compute Hardware
- Module 5: Packaging & Containerization
- Module 6: Cloud Deployment
- Module 7: Edge & Self-hosted Deployment
- Module 8: Mini Project
- Phase C: Production-ready AI Systems
- Module 9: High Availability & Reliability
- Module 10: Advanced Deployment Strategies