// course
MLOps Lite for Product Teams
Model cards, monitoring stubs, and release checklists for teams flirting with ML features.
Data Instructor-led cohort · 6 weeks ₫18,000,000 (info only)
Overview
Not a algorithms course. Expect governance conversations and lightweight deployment patterns suitable for small teams.
Included modules
- Model card template workshop
- Baseline metric selection drills
- Canary sketch for batch scoring
- Data drift discussion prompts
- Rollback decision tree
- Privacy review checklist
- Stakeholder comms practice
Outcomes
- Publish a model card draft
- List monitoring signals you will track
- Run a go/no-go checklist with peers
FAQ
We reference training briefly; this course focuses on release and communication.
Participant notes
MLOps Lite for Product Teams gave us vocabulary to push back on reckless ship dates.