Practice Lab: Environment Setup & Basic Eda (1.3) - ML Fundamentals & Data Preparation
Students

Academic Programs

AI-powered learning for grades 8-12, aligned with major curricula

Engineering Courses
Professional

Professional Courses

Industry-relevant training in Business, Technology, and Design

Certifications
Games

Interactive Games

Fun games to boost memory, math, typing, and English skills

Lab: Environment Setup & Basic EDA

Practice - Lab: Environment Setup & Basic EDA

Learning

Practice Questions

Test your understanding with targeted questions

Question 1 Easy

What function do you use to read a CSV file into a DataFrame?

💡 Hint: Think about the name of the function related to CSV files.

Question 2 Easy

Which method displays the first five rows of a DataFrame?

💡 Hint: It’s like peeking at the top of a document.

4 more questions available

Interactive Quizzes

Quick quizzes to reinforce your learning

Question 1

What is the primary function to load a CSV file in Pandas?

read_csv()
load_csv()
import_csv()

💡 Hint: Consider the function name related to reading files.

Question 2

True or False: A box plot is used to visualize the distribution of categorical data.

True
False

💡 Hint: Think about what type of data box plots represent.

2 more questions available

Challenge Problems

Push your limits with advanced challenges

Challenge 1 Hard

Load the California Housing dataset, check for missing values, and describe the different data types present. How should you approach cleaning the data?

💡 Hint: Consider the significance of data types when cleaning.

Challenge 2 Hard

Create a comprehensive EDA report for the Titanic dataset, including visualizations that highlight key demographic features such as age and fare. Note any insights from the analysis.

💡 Hint: Look for patterns that stand out in your visuals.

Get performance evaluation

Reference links

Supplementary resources to enhance your learning experience.