5.6 - Challenges in Data Acquisition
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Practice Questions
Test your understanding with targeted questions
What is one common issue related to data quality?
💡 Hint: Consider what happens if some data points are missing.
Why is it important to have consent when collecting data?
💡 Hint: Think about data privacy laws you've heard about.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is a significant issue related to data acquisition?
💡 Hint: Think about how the quality of data can lead to better outcomes.
True or False: Ethical issues are irrelevant to data acquisition.
💡 Hint: What happens if you don't consider ethics in data gathering?
2 more questions available
Challenge Problems
Push your limits with advanced challenges
How would you approach building an AI model in a situation where the only available data is of questionable quality?
💡 Hint: What steps can you take to improve data before using it?
Propose a comprehensive plan to address access limitations when seeking data for your AI project.
💡 Hint: Consider alternatives to paid datasets that might provide similar value.
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