19.3 - Types of Input Data
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Practice Questions
Test your understanding with targeted questions
What is structured data?
💡 Hint: Think of Excel or databases.
Give an example of unstructured data.
💡 Hint: Consider anything non-tabular.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What type of data is organized in rows and columns?
💡 Hint: Think about typical formats you find in Excel.
True or False: Semi-structured data is completely unorganized.
💡 Hint: Recall examples like XML files that have tags.
2 more questions available
Challenge Problems
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Develop a strategy for integrating structured, unstructured, and semi-structured data into a unified AI model for customer analysis. Discuss the tools you would recommend for each type.
💡 Hint: Think about the systems you've learned for processing different data types.
Analyze a case study where an AI model failed due to improper handling of unstructured data. What could have been done differently?
💡 Hint: Consider the pitfalls that can arise in analyzing social media data.
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