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: Automating deployment & management
- Module 10: Clustering & load balancing
- Module 11: High availability & reliability
- Module 12: Advanced deployment strategies