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Catalog AI & Machine Learning

Premium track

AWS AI & SageMaker

Train, tune and deploy models on SageMaker: notebooks, built-in algorithms, endpoints, pipelines and cost control on real AWS infrastructure.

  • Intermediate
  • 25h
  • 64 lessons
  • 15 modules
  • Certificate

What is inside

15modules
64lessons
9hands-on labs
10quizzes
  1. Data Mining & SageMaker: Import Data5 lessons
  2. Data Mining: Exploring Data5 lessons
  3. Data Mining: Encoding Categorical Data5 lessons
  4. Data Mining: Training a Model5 lessons
  5. SageMaker: Deploying a Model5 lessons
  6. SageMaker: Model Performance Metrics5 lessons
  7. SageMaker: Hyperparameter Tuning5 lessons
  8. Facial Recognition with Rekognition1 lesson
  9. Amazon Lex: Build a Chatbot6 lessons
  10. Introducing PartyRock1 lesson
  11. Structuring an Effective Prompt1 lesson
  12. Applying Prompting Techniques1 lesson
  13. Adjusting Inference Parameters1 lesson
  14. Agentic AI Introduction5 lessons
  15. Claude Code Mastery Series13 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 Intermediate 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.