Practice Tools Used in Data Science - 12.5 | 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 one popular programming language used in data science?

💡 Hint: It's known for its simplicity.

Question 2

Easy

Name one library used for data visualization.

💡 Hint: It is often used alongside NumPy.

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 library would you use for data manipulation in Python?

  • Pandas
  • Seaborn
  • NumPy

💡 Hint: Think about handling data like you would in a spreadsheet.

Question 2

True or False: R is used mainly for visualizations rather than statistical analysis.

  • True
  • False

💡 Hint: Consider what R is known for.

Solve and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Critically analyze the choice between using Python and R for a large-scale data analysis project involving both statistical tests and visualizations. What factors will influence your decision?

💡 Hint: Consider both technical capabilities and team skills.

Question 2

Design an interactive data analysis project using Jupyter Notebook or Google Colab that demonstrates the usage of Pandas and Matplotlib. Outline the steps you would take.

💡 Hint: Think about the tasks performed in data analysis and how to present them.

Challenge and get performance evaluation