Practice Activities (1.5.2) - ML Fundamentals & Data Preparation - Machine Learning
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Activities

Practice - Activities - 1.5.2

Learning

Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What library do we use for data manipulation in Python?

💡 Hint: It's a library known for handling DataFrames.

Question 2 Easy

What command would you use to display the first five rows of a DataFrame?

💡 Hint: Think about how we can preview data.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

Which command is used to load a CSV file in Pandas?

pd.load_csv()
pd.read_csv()
pd.import_csv()

💡 Hint: Focus on the functions used to handle data import.

Question 2

True or False: Pandas is a library used for data visualization.

True
False

💡 Hint: Think about what each library is specialized in.

1 more question available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Given a dataset with missing values, discuss the implications of ignoring these missing values during model training.

💡 Hint: Think about how algorithms might react to incomplete data.

Challenge 2 Hard

Imagine you're tasked with inspecting a dataset. Discuss the process you would follow and the specific commands you would use.

💡 Hint: Remember the sequence of commands that help you understand the data.

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