Why is consent important in machine learning?
Consent is crucial in machine learning to ensure ethical use of data, protect user privacy, and build trust.
Can you give examples of how consent is obtained?
Sure! Consent can be obtained through user agreements, opt-in forms, and transparent data usage policies.
What are the risks of not obtaining consent?
Without consent, there can be legal repercussions, loss of user trust, and potential misuse of personal data.
How does consent affect data quality?
Consent can enhance data quality by ensuring that users are aware of and agree to how their data will be used.
What regulations govern consent in machine learning?
Regulations like GDPR and CCPA set strict guidelines for obtaining and managing user consent in data practices.
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