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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What does EDA stand for?
💡 Hint: Think about the first letters of the three words.
Question 2
Easy
Name one visualization tool commonly used in EDA.
💡 Hint: Consider the Python libraries for visualizations.
Practice 4 more questions and get performance evaluation
Interactive Quizzes
Engage in quick quizzes to reinforce what you've learned and check your comprehension.
Question 1
What is the main purpose of EDA?
- To model data
- To summarize datasets
- To clean data
💡 Hint: Think about what EDA stands for.
Question 2
True or False: Visualizations in EDA are unnecessary.
- True
- False
💡 Hint: Remember the role of visuals in analysis.
Solve 2 more questions and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
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.
Question 2
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.
Challenge and get performance evaluation