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4 cards from this section. Quick, good the night before a test.
Define data collection in your own words.
Think about what data is needed for modeling.
What is structured data?
Consider formats that are easy to enter into a spreadsheet.
What stage follows problem scoping in the AI Project Cycle?
Think about the sequence of the project stages.
True or False: All data collected is useful for training AI models.
Consider data quality factors.
You are building an AI model for medical diagnosis. List and explain the steps you would take in data collection to ensure diverse and clean data.
Consider the sources and methods for acquiring various data types.
Discuss how you would handle and store personal data ethically in an AI project considering the principles of data protection.
Refer to the legal frameworks discussed.
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