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.
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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
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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
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
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.
Ready when you are
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