https://github.com/labex-labs/pandas-practice-challenges

[Pandas Practice Challenges] This repository collects 21 of programming scenarios (labs and challenges) 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 Pand...
https://github.com/labex-labs/pandas-practice-challenges

List: pandas-practice-challenges

awesome awesome-list challenges course education hands-on labex labs pandas programming

Last synced: 5 days ago
JSON representation

[Pandas Practice Challenges] This repository collects 21 of programming scenarios (labs and challenges) 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 Pand...

• Host: GitHub
• URL: https://github.com/labex-labs/pandas-practice-challenges
• Owner: labex-labs
• Created: 2024-05-24T09:05:32.000Z (6 months ago)
• Default Branch: master
• Last Pushed: 2024-08-01T01:30:13.000Z (4 months ago)
• Last Synced: 2024-08-02T04:24:48.310Z (4 months ago)
• Topics: awesome, awesome-list, challenges, course, education, hands-on, labex, labs, pandas, programming
• Homepage: https://labex.io/skilltrees/pandas
• Size: 4.88 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Pandas Practice Challenges

[![Pandas Practice Challenges](https://cover-creator.appbot.io/pandas-practice-challenges.png)](https://labex.io/courses/pandas-practice-challenges)

[![Start-Learning](https://img.shields.io/badge/Start-Learning-whitesmoke?style=for-the-badge)](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.

![Pandas](https://img.shields.io/badge/Pandas-whitesmoke?style=for-the-badge&logo=pandas)

## 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.

![](https://tutorial-screenshot.getvm.io/images/vm-1725247253.png)

- 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)