Practice Why Is Data Collection Important? (14.2.2) - Revisiting AI Project Cycle, Data

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10 questions

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Exercise
6 questions · about 4 min · pass mark 70%. Hints available.
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Quiz
4 questions · about 3 min · pass mark 70%. Hints available.
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6 sample questions

Question 1.
What is data collection?
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Think about why we need data for AI.
Question 2.
Name one tool used for data collection.
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What do you use to create surveys?
3Question 3.
Why is data collection important for AI models?
- True
- False
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Think about the role of data in learning.
4Question 4.
What type of data is not organized in a predefined format?
- Structured
- Unstructured
- Semi-Structured
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Consider the format organization.
Question 5.
A company wants to build a predictive sales model. Discuss what data types and sources they should consider for effective collection.
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Think of what kinds of data are necessary for sales predictions.
Question 6.
Discuss the implications of using unclean data for an AI project and suggest strategies for ensuring data quality.
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Consider what cleaning steps can enhance data quality.

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