SpecializationAdvancedML Systems
Applied ML System Design Specialization
Design ML products end-to-end: problem framing, data contracts, offline/online eval, rollout, and monitoring.
What you'll walk away with
- Write an ML design doc
- choose online vs offline metrics
- plan safe rollouts
- define monitoring and fallbacks
Course certificate
DecodeAI Professional Certificate in ML System Design
Earn by passing all topic quizzes (0/2)
Remaining: Framing ML Product Problems, Rollout, Monitoring & Feedback Loops
Tip: complete every module quiz at ≥ pass mark to unlock certification.
Syllabus
Module 1Free preview
Framing ML Product Problems
Translate business goals into measurable prediction tasks.
Theory 2 lessons Quiz Cheatsheet
Module 2Pro
Rollout, Monitoring & Feedback Loops
Shadow mode, canaries, drift, and closing the loop on labels.
Theory 2 lessons Quiz Cheatsheet