https://github.com/labex-labs/pandas-practice-challenges
Pandas Practice Challenges | This repo collects 21 of programming labs exercises for Pandas Practice Challenges. This course contains lots of challenges for Pandas, each challenge is a small Pandas project with detailed instructions and solutions. You can practice your Pandas skills by solving th...
https://github.com/labex-labs/pandas-practice-challenges
List: pandas-practice-challenges
challenges course exercises hands-on labex labs pandas playgroud programming
Last synced: 2 months ago
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Pandas Practice Challenges | This repo collects 21 of programming labs exercises for Pandas Practice Challenges. This course contains lots of challenges for Pandas, each challenge is a small Pandas project with detailed instructions and solutions. You can practice your Pandas skills by solving th...
- Host: GitHub
- URL: https://github.com/labex-labs/pandas-practice-challenges
- Owner: labex-labs
- Created: 2024-05-24T09:05:32.000Z (about 1 year ago)
- Default Branch: master
- Last Pushed: 2025-01-01T01:56:08.000Z (6 months ago)
- Last Synced: 2025-04-29T13:05:02.784Z (2 months ago)
- Topics: challenges, course, exercises, hands-on, labex, labs, pandas, playgroud, programming
- Homepage: https://labex.io/courses/pandas-practice-challenges
- Size: 12.7 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Pandas Practice Challenges
[](https://labex.io/courses/pandas-practice-challenges)
[](https://labex.io/courses/pandas-practice-challenges)
This course contains lots of challenges for Pandas, each challenge is a small Pandas project with detailed instructions and solutions. You can practice your Pandas skills by solving these challenges, improve your problem-solving skills, and learn how to write clean and efficient code.
## Environment
LabEx is an interactive, hands-on learning platform dedicated to coding and technology. It combines labs, AI assistance, and virtual machines to provide a no-video, practical learning experience.
- A strict “Learn by Doing” approach with exclusive hands-on labs and no videos.
- Interactive online environments within the browser, with automated step-by-step checks.
- A structured content organization with the Skill Tree based learning system.
- A growing learning resource of 30 Skill Trees and over 6,000 Labs.
- The AI learning assistant Labby, built on ChatGPT, providing a conversational learning experience.
Learn more about [LabEx VM](https://support.labex.io/using-labex/virtual-machine).
## Exercises
| Index | Name | Difficulty | Practice |
|---------|--------------------------------------------------|--------------|----------------------------------------------------------------------------------------------------------------------------------|
| 01 | 🎯 DataFrame with Sales Data | ★★☆ | Start Challenge |
| 02 | 🎯 Filtering and Indexing with CSV | ★☆☆ | Start Challenge |
| 03 | 🎯 Sales Data Comparison | ★☆☆ | Start Challenge |
| 04 | 🎯 Handling NaN and Duplicates | ★☆☆ | Start Challenge |
| 05 | 🎯 Working with Series | ★☆☆ | Start Challenge |
| 06 | 🎯 Analyzing Sales and Discounts | ★☆☆ | Start Challenge |
| 07 | 🎯 DataFrame Math Operations | ★☆☆ | Start Challenge |
| 08 | 🎯 Pandas String Manipulation for E-commerce Data | ★☆☆ | Start Challenge |
| 09 | 🎯 Exploring the Where Function | ★☆☆ | Start Challenge |
| 10 | 🎯 The Powerful Query Method | ★☆☆ | Start Challenge |
| 11 | 🎯 Pandas Boolean Reductions Data Analysis | ★☆☆ | Start Challenge |
| 12 | 🎯 Pandas DataFrame Accessors | ★☆☆ | Start Challenge |
| 13 | 🎯 A Deep Dive Into Transform | ★☆☆ | Start Challenge |
| 14 | 🎯 Predicting Flower Types with Nearest Neighbors | ★☆☆ | Start Challenge |
| 15 | 🎯 Pandas IO Data Ingestion and Export | ★☆☆ | Start Challenge |
| 16 | 🎯 Pandas DataFrame Combination Techniques | ★☆☆ | Start Challenge |
| 17 | 🎯 Decision Trees | ★☆☆ | Start Challenge |
| 18 | 🎯 Linear Regression | ★☆☆ | Start Challenge |
| 19 | 🎯 Clustering and Insights | ★☆☆ | Start Challenge |
| 20 | 🎯 Understanding Validation Curves | ★☆☆ | Start Challenge |
| 21 | 🎯 Understanding Metrics and Scoring | ★☆☆ | Start Challenge |
## More
- 🔗 [Pandas Programming Courses](https://github.com/labex-labs/awesome-programming-courses)
- 🔗 [Pandas Programming Projects](https://github.com/labex-labs/awesome-programming-projects)
- 🔗 [Pandas Free Tutorials](https://github.com/labex-labs/pandas-free-tutorials)