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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What is the primary function to load a CSV file into Pandas?
💡 Hint: Think about how we import data.
Question 2
Easy
True or False: A DataFrame is a one-dimensional structure.
💡 Hint: Consider the shape of a DataFrame.
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
Which of the following is a method to load data into a Pandas DataFrame?
- pd.read_data()
- pd.read_csv()
- pd.load_data()
💡 Hint: This method is essential for reading data files.
Question 2
True or False: Exploratory Data Analysis (EDA) is only about visualization.
- True
- False
💡 Hint: Remember, EDA encompasses both analysis and visualization.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Create a Jupyter Notebook that loads the Iris dataset, performs basic EDA, and visualizes the results using histograms and scatter plots. Describe your findings.
💡 Hint: Document each method used for EDA and the resulting insights you draw from the visualizations.
Question 2
Identify and explain the steps needed to handle missing data in the Titanic dataset, including decisions about deletion and imputation.
💡 Hint: Consider what impact each decision might have on your dataset's integrity.
Challenge and get performance evaluation