Practice Libraries - 12.5.2 | 12. Introduction to Data Science | CBSE Class 10th AI (Artificial Intelleigence)
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What is the primary use of the Pandas library?

💡 Hint: Think about how we structure large sets of data.

Question 2

Easy

What does NumPy provide for data scientists?

💡 Hint: Consider what kind of data we often handle.

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 library is primarily used for data manipulation in Python?

  • NumPy
  • Pandas
  • Scikit-learn

💡 Hint: Consider which library focuses on data structures.

Question 2

True or False: Seaborn is a library used for data cleaning.

  • True
  • False

💡 Hint: Think about the functionality of different libraries.

Solve 2 more questions and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

You have a dataset with missing values, how can you handle this using Pandas?

💡 Hint: Look into common functions within the Pandas library.

Question 2

Describe how you might visualize a comparative analysis of sales data over three years using Matplotlib and Seaborn.

💡 Hint: Consider the types of graphs that best represent trends in data.

Challenge and get performance evaluation