Understanding Model Performance Metrics — Roadmap Step & Resources
Precision, recall, accuracy and when each one matters
- Level: beginner
- Estimated time: 1 days
- Roadmap: AI Product Management
Before this step
Study resources
- a16z (Article) — A leading venture capital firm publishing widely on AI product strategy and the broader AI landscape. Background reading/viewing for: Understanding Model Performance Metrics.
- Lenny's Podcast (Video) — Interviews explaining ML fundamentals for a product audience. Relevant to: Understanding Model Performance Metrics.
Part of
- Machine Learning Basics for PMs — section
- AI Product Management roadmap — the full learning path