Practice What Is Data Collection? (14.2.1) - Revisiting AI Project Cycle, Data

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10 questions

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6 sample questions

Question 1.
What is Data Collection?
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Think about what AI needs to learn.
Question 2.
What does structured data mean?
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Look for data that is easy to read.
3Question 3.
What is the main purpose of Data Collection in AI?
- To develop AI algorithms
- To gather training information
- To deploy AI models
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Think about the objective of collecting data.
4Question 4.
True or False: Unstructured data has a fixed format.
- True
- False
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Consider how data is organized.
Question 5.
You are tasked with training an AI to predict housing prices. You have access to both a government dataset and a new survey you have conducted. How would you use both data sources in your project?
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Combine insights from both primary and secondary sources.
Question 6.
During a project, you realize the data you collected shows signs of bias affecting your AI model’s performance. Explain how different types and sources of data might help rectify this issue.
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Consider how including varied perspectives can enhance data quality.

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