How it works

Watch, check, prove, certify

A clear path through 105 lessons, with a quiz after each one, a quiz at the end of every chapter, a final exam and a certificate that anyone can verify.

  1. 1

    Lessons

    Cinematic lessons with real, running code

    Each lesson explains one idea in 5 to 8 minutes. Animations show data moving between systems, from a patient record into a model and a result back to a nurse, so the architecture is easy to see. When code is involved, you watch real Python being written and run, and see its actual output.

    • 105 lessons in 20 chapters, about 11 h 05 min in total
    • Hands-on demos use fictional data only: no patient data, no paid services, no API keys
    • English captions
  2. 2

    Quizzes

    Lesson quizzes and chapter quizzes

    After every lesson

    3 to 5 interactive questions with instant feedback and an explanation for each answer.

    At the end of every chapter

    A chapter quiz built from the book's own end-of-chapter quiz and answer key.

    Pass mark 70%Unlimited retriesRequired for the certificate

  3. 3

    Final exam

    A fair, timed final exam

    Questions
    50, drawn at random from the full test bank, covering every chapter in proportion
    Time
    90 minutes
    Pass mark
    70%
    Retakes
    After 24 hours, with a fresh set of questions
  4. 4

    Certificate

    A certificate with a verification code

    The certificate is issued when you have watched every lesson, passed every lesson quiz and chapter quiz, and passed the final exam. Each certificate carries a unique code, and the website keeps a record so an employer or school can check that it is genuine.

Sample certificate of professional completion for Engineering AI for Healthcare, issued to a sample learner named Alex Morgan, listing the requirements satisfied and topics mastered, signed by Dr. Mondana Ebrahimi and Joy Ardanaz, with a verification code.
Sample certificate. The recipient name and verification code are examples.

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