https://github.com/labex-labs/quick-start-with-pandas

[Quick Start with Pandas] This repository collects 11 of programming scenarios (labs and challenges) for Quick Start with Pandas. This course is designed for beginners who want to start analyzing data with Pandas. It covers the basics of Pandas, including data structures, data manipulation, and d...
https://github.com/labex-labs/quick-start-with-pandas

List: quick-start-with-pandas

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

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[Quick Start with Pandas] This repository collects 11 of programming scenarios (labs and challenges) for Quick Start with Pandas. This course is designed for beginners who want to start analyzing data with Pandas. It covers the basics of Pandas, including data structures, data manipulation, and d...

• Host: GitHub
• URL: https://github.com/labex-labs/quick-start-with-pandas
• Owner: labex-labs
• Created: 2024-05-22T07:14:18.000Z (9 months ago)
• Default Branch: master
• Last Pushed: 2024-08-01T01:27:16.000Z (6 months ago)
• Last Synced: 2024-08-02T04:23:02.457Z (6 months ago)
• Topics: awesome, awesome-list, challenges, course, education, hands-on, labex, labs, pandas, programming, python
• Homepage: https://labex.io/skilltrees/pandas
• Size: 6.84 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Quick Start with Pandas

[![Quick Start with Pandas](https://cover-creator.appbot.io/quick-start-with-pandas.png)](https://labex.io/courses/quick-start-with-pandas)

[![Start-Learning](https://img.shields.io/badge/Start-Learning-whitesmoke?style=for-the-badge)](https://labex.io/courses/quick-start-with-pandas)

This course is designed for beginners who want to start analyzing data with Pandas. It covers the basics of Pandas, including data structures, data manipulation, and data visualization.

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

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

## 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 | 📖 Your First Pandas Lab                       | ★☆☆          | Start Lab                       |

|      02 | 📖 Working with Pandas                         | ★☆☆          | Start Lab                         |

|      03 | 📖 Pandas Data Manipulation                    | ★☆☆          | Start Lab                    |

|      04 | 📖 Data Selection in Pandas                    | ★☆☆          | Start Lab                    |

|      05 | 📖 Pandas Plotting for Air Quality Analysis    | ★☆☆          | Start Lab    |

|      06 | 📖 Working with Columns in Pandas              | ★☆☆          | Start Lab              |

|      07 | 📖 Titanic Passenger Data Analysis with Pandas | ★☆☆          | Start Lab |

|      08 | 📖 Reshaping Data with Pandas                  | ★☆☆          | Start Lab                  |

|      09 | 📖 Combining Data Tables in Pandas             | ★☆☆          | Start Lab             |

|      10 | 📖 Handling Time Series Data                   | ★☆☆          | Start Lab                   |

|      11 | 📖 Pandas Textual Data                         | ★☆☆          | Start Lab                         |

## 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)