Learning track

AI Product Manager Track

Build the skills to ship AI and ML-powered products — from probabilistic thinking to evaluation, RAG, and responsible AI delivery.

What you'll build

  • ML and LLM fundamentals for PMs (no PhD required)
  • Defining success metrics for AI features
  • Evaluation design: offline metrics, A/B tests, human review
  • Generative AI product patterns: RAG, guardrails, cost/latency trade-offs

Who this track is for

PMs moving into AI/ML product roles or adding intelligent features to an existing product who need structure, not scattered hype.

Frequently asked questions

What is the AI Product Manager track at Mentra Academy?
Build the skills to ship AI and ML-powered products — from probabilistic thinking to evaluation, RAG, and responsible AI delivery. The track sequences curated resources in a clear order so you build skills without searching endlessly.
Who is the AI Product Manager track for?
PMs moving into AI/ML product roles or adding intelligent features to an existing product who need structure, not scattered hype.
Is this a self-paced product management course?
Yes. Mentra Academy is self-paced with a structured roadmap — you progress through curated modules at your own speed and resume where you left off.

Related guides

Ready to start the AI Product Manager track?

Join Mentra Academy for AI-powered, structured product management learning.