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.
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.
| 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 |