Cert EspressoLearn. Practise. Find your flow.

A LITTLE FOCUS.
A BIG NEXT STEP.

Your pace. Your space.
Microsoft · AI-300 · FREE COURSE

AI-300 · Operationalizing Machine Learning and Generative AI Solutions

15 video lessons and 146 original practice questions. Follow the course, then put each idea into practice.

YouTube loads only after you press play. Watch on YouTube ↗

Try 5 questions →My learning →

Course chapters

15 lessons
  1. 1Workspace resources3:09 · Lesson video
  2. 2Assets and registries8:30 · Full-course chapter
  3. 3IaC, CI/CD, and network isolation13:30 · Full-course chapter
  4. 4Training and experiment tracking26:47 · Full-course chapter
  5. 5Tuning, pipelines, and distributed training31:36 · Full-course chapter
  6. 6Registration, versioning, and responsible AI37:01 · Full-course chapter
  7. 7Deploying and testing endpoints42:28 · Full-course chapter
  8. 8Monitoring and retraining47:52 · Full-course chapter
  9. 9Foundry environments1:02:29 · Full-course chapter
  10. 10Foundation models in production1:07:53 · Full-course chapter
  11. 11Prompt versioning1:13:33 · Full-course chapter
  12. 12Evaluations1:26:37 · Full-course chapter
  13. 13Observability1:32:24 · Full-course chapter
  14. 14Optimizing RAG1:38:02 · Full-course chapter
  15. 15Fine-tuning1:43:36 · Full-course chapter

Practice by domain

MLOps Infrastructure12 video practice questions →Model Lifecycle15 video practice questions →GenAIOps Infrastructure12 video practice questions →Quality and Observability6 video practice questions →Optimization6 video practice questions →

Practise the reasoning.

Choose immediate explanations, or complete a mock exam with feedback at the end. The mock questions are also available in everyday practice.

Try 5 questions →Mock exam →

The optional 60-minute timer is a practice setting, not the official exam duration.