Advanced level · Module 6: Machine Learning Capstone · Lesson 5 of 5
Model Card and Presentation
Document the system with a model card and present it to decision-makers and technical reviewers.
In this lesson you will
- Write a complete model card
- Present the system to mixed audiences
Key concepts
model cardintended uselimitationspresentation
The lesson
The model card covers intended users and uses, out-of-scope uses, data, performance per market, uncertainty, fairness considerations, limits and contacts.
Present to decision-makers first: what the service tells them, how reliable it is and when not to trust it. Then show reviewers the evidence: backtests, monitoring and the runbook.
Close with what you would improve and what further data would help most.
Step by step
- Write the model card.
- Prepare a demonstration of a monthly forecast.
- Prepare evidence slides for reviewers.
- Rehearse and present.
Practice activity
Complete milestone 5: the model card and presentation.
Expected result: An accurate model card and a presentation that serves both audiences.
Check your understanding
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What should decision-makers learn first?
Show answer
What the forecasts tell them, how reliable they are and when not to trust them.
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Name three sections of a model card.
Show answer
For example intended use, performance and limitations.
Taught live by an instructor — online or in person. Free course lessons are for self-study and do not lead to a certificate — see registration options.