4.4 - Model Cards and Datasheets for Datasets
Enroll to start learning
You’ve not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take practice test.
Practice Questions
Test your understanding with targeted questions
What is a model card?
💡 Hint: Think of it as a summary for the model.
What does a datasheet document?
💡 Hint: What kind of information would you want before using a dataset?
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
What information is typically found in a model card?
💡 Hint: Think about the focus of AI technology.
Datasheets are designed to document which aspect of AI?
💡 Hint: Recall what datasheets provide information about.
2 more questions available
Challenge Problems
Push your limits with advanced challenges
Evaluate the potential consequences of deploying an AI model without a corresponding model card and datasheet.
💡 Hint: Consider real-life examples of such misuses.
Propose a scenario where a datasheet influenced the correct use of a dataset in a research project.
💡 Hint: Think about ethical standards in research.
Get performance evaluation
Reference links
Supplementary resources to enhance your learning experience.