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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.
| Index | Name | Difficulty | Practice |
|---|---|---|---|
| 01 | 🎯 🆓 DataFrame with Sales Data | Beginner | Start Challenge |
| 02 | 🎯 🆓 Filtering and Indexing with CSV | Beginner | Start Challenge |
| 03 | 🎯 🆓 Sales Data Comparison | Beginner | Start Challenge |
| 04 | 🎯 🆓 Handling NaN and Duplicates | Beginner | Start Challenge |
| 05 | 🎯 🆓 Working with Series | Beginner | Start Challenge |
| 06 | 🎯 🆓 Analyzing Sales and Discounts | Beginner | Start Challenge |
| 07 | 🎯 🆓 DataFrame Math Operations | Beginner | Start Challenge |
| 08 | 🎯 🆓 Pandas String Manipulation for E-commerce Data | Beginner | Start Challenge |
| 09 | 🎯 🆓 Exploring the Where Function | Beginner | Start Challenge |
| 10 | 🎯 🆓 The Powerful Query Method | Beginner | Start Challenge |
| 11 | 🎯 🆓 Pandas Boolean Reductions Data Analysis | Beginner | Start Challenge |
| 12 | 🎯 🆓 Pandas DataFrame Accessors | Beginner | Start Challenge |
| 13 | 🎯 🆓 A Deep Dive Into Transform | Beginner | Start Challenge |
| 14 | 🎯 Predicting Flower Types with Nearest Neighbors | Beginner | Start Challenge |
| 15 | 🎯 🆓 Pandas IO Data Ingestion and Export | Beginner | Start Challenge |
| 16 | 🎯 🆓 Pandas DataFrame Combination Techniques | Beginner | Start Challenge |
| 17 | 🎯 Decision Trees | Beginner | Start Challenge |
| 18 | 🎯 Linear Regression | Beginner | Start Challenge |
| 19 | 🎯 Clustering and Insights | Beginner | Start Challenge |
| 20 | 🎯 Understanding Validation Curves | Beginner | Start Challenge |
| 21 | 🎯 Understanding Metrics and Scoring | Beginner | Start Challenge |
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. With a strict 'Learn by Doing' approach, interactive online environments in the browser with automated step-by-step checks, structured content organization through the Skill Tree learning system, and a growing resource of 30 Skill Trees and over 6,000 Labs, LabEx offers comprehensive practical education. The platform includes Labby, an AI learning assistant built on latest AI models, providing a conversational learning experience.