Learning Path

AI/ML Specialist

Follow this as a sprint plan and publish evidence at every milestone.

Execution Roadmap

  • Strengthen Python + statistics + data prep basics
  • Build 3 end-to-end ML projects
  • Track metrics and model tradeoffs in reports
  • Publish reproducible notebooks with conclusions

Expected Outcome

ML portfolio with reproducible experiments

Quality Rubric

  • Milestones have measurable evidence
  • Work is reproducible by others
  • Lessons learned are documented