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Catalog AI & Machine Learning

Premium track

MLflow & MLOps

The machine-learning lifecycle, industrialized: experiment tracking, model registry, deployment and the MLOps practices that make models reproducible.

  • Advanced
  • 52h
  • 139 lessons
  • 20 modules
  • Certificate

What is inside

20modules
139lessons
  1. Introduction3 lessons
  2. Installation & Setup8 lessons
  3. Baseline Script (No MLflow)4 lessons
  4. Experiments (set_experiment)5 lessons
  5. Runs (start_run)5 lessons
  6. Artifacts (log_artifact)5 lessons
  7. Tags (set_tags)4 lessons
  8. Multiple Runs5 lessons
  9. Multiple Experiments6 lessons
  10. Autolog & Summary3 lessons
  11. Model Signature & Input Example6 lessons
  12. Custom Model (PyFunc)9 lessons
  13. Model Registry7 lessons
  14. MLflow Projects6 lessons
  15. MLflow CLI7 lessons
  16. Code Evolution (V1 → V6)8 lessons
  17. Final Summary (Codes 0–29)7 lessons
  18. Step-by-Step Tutorial (Blocs 0–25)8 lessons
  19. Complete Illustrated Guide4 lessons
  20. Guided Lab: Progressive Scripts29 lessons

What you get

  • Lifetime accessBought once, yours for good — or included in the subscription.
  • Every future lessonNew modules added to this course appear on your account, at no extra cost.
  • Progress trackingLesson by lesson, on every device you sign in from.
  • Quizzes and labsChecks at the end of each module, and exercises to run yourself.
  • Verifiable certificateIssued at the end, with a number anyone can check from its page.
  • Written, not filmedText you can search, copy and re-read — no video to scrub through.

Who it is for

This course is written at a Advanced level, in the AI & Machine Learning track. You need a computer, an internet connection and the willingness to type the commands yourself — everything else is explained as it comes up.

Before you buy

One-off purchase or subscription — which one?

Buy the course if this is the only subject you want: you pay once and keep it for life, even if you never come back. Take the subscription if you plan to work through several courses this year — it opens the whole catalog for as long as it runs, and stops opening it the day you cancel.

Is the certificate worth anything?

It is issued by us, not by a university, and it says exactly that. What it carries is a number: anyone — a recruiter, a client — can type it into the verification page and see the course, the date and the holder. It is proof that the work was done here, not a diploma.

What if the course is not for me?

You have fourteen days to ask for a refund, by email, without explaining yourself. The card is handled by Stripe and never touches our servers.