6.8 - Chapter Summary
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Practice Questions
Test your understanding with targeted questions
What does EDA stand for?
💡 Hint: Think about the first letters of the three words.
Name one visualization tool commonly used in EDA.
💡 Hint: Consider the Python libraries for visualizations.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What is the main purpose of EDA?
💡 Hint: Think about what EDA stands for.
True or False: Visualizations in EDA are unnecessary.
💡 Hint: Remember the role of visuals in analysis.
2 more questions available
Challenge Problems
Push your limits with advanced challenges
You are given a dataset with several features relating to customer data in a retail store. Outline the steps you would take for EDA to uncover key insights and prepare for a predictive model.
💡 Hint: Remember the key functions of exploratory analysis.
Using a sample dataset, apply the Pandas Profiling tool. Discuss the key insights you discovered and how they can affect the data modeling process.
💡 Hint: Consider how initial findings impact model choices.
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