Practice - Why is Data Collection Important?
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Practice Questions
Test your understanding with targeted questions
What is data collection?
💡 Hint: Think about why we need data for AI.
Name one tool used for data collection.
💡 Hint: What do you use to create surveys?
4 more questions available
Interactive Quizzes
Quick quizzes to reinforce your learning
Why is data collection important for AI models?
💡 Hint: Think about the role of data in learning.
What type of data is not organized in a predefined format?
💡 Hint: Consider the format organization.
2 more questions available
Challenge Problems
Push your limits with advanced challenges
A company wants to build a predictive sales model. Discuss what data types and sources they should consider for effective collection.
💡 Hint: Think of what kinds of data are necessary for sales predictions.
Discuss the implications of using unclean data for an AI project and suggest strategies for ensuring data quality.
💡 Hint: Consider what cleaning steps can enhance data quality.
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