A/B Testing for Models — Roadmap Step & Resources
Comparing a new model against the current one on real traffic before a full rollout
- Level: advanced
- Estimated time: 1 days
- Roadmap: Machine Learning
Before this step
Study resources
- A/B Testing Machine Learning Models (Article) — A widely-referenced guide to A/B testing new model versions in production.
- A/B Testing for ML Models Explained (Video) — Covers safely rolling out a new model version alongside the old one.
Part of
- Deploying ML Models — section
- Machine Learning roadmap — the full learning path