Practice Libraries (12.5.2) - Introduction to Data Science - CBSE 10 AI (Artificial Intelleigence)
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Libraries

Practice - Libraries

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Practice Questions

Test your understanding with targeted questions

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.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

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.

2 more questions available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

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

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

Challenge 2 Hard

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.

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