LECTURE 1 • 5 min
The Reality Check: Models vs. Systems
LECTURE 2 • 7 min
The Data Flywheel: Feeding the Beast
LECTURE 3 • 5 min
MLOps: The CI/CD of Intelligence
LECTURE 4 • 7 min
The Silent Killer: Model Drift and Decay
LECTURE 5 • 4 min
Evaluation: Beyond the Benchmarks
LECTURE 6 • 7 min
The Safety Net: Ethics and Guardrails
LECTURE 7 • 5 min
The Bottom Line: Economics of Scale
LECTURE 8 • 7 min
Closing the Loop: The Living System
