DecodeAI
Applied ML System Design Specialization
Free

Framing ML Product Problems

Translate business goals into measurable prediction tasks.

Cheatsheet — ML Problem Framing

  1. Decision → prediction
  2. Error costs (FP vs FN)
  3. Baseline heuristic
  4. Data availability
  5. Launch criteria