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This course contains lots of challenges for Sklearn, each challenge is a small Sklearn project with detailed instructions and solutions. You can practice your Sklearn skills by solving these challenges, improve your problem-solving skills, and learn how to write clean and efficient code.
| Index | Name | Difficulty | Practice |
|---|---|---|---|
| 1 | 🎯 Understanding Metrics and Scoring | Beginner | Start Challenge |
| 2 | 🎯 Naive Bayes Classification | Beginner | Start Challenge |
| 3 | 🎯 Predicting Flower Types with Nearest Neighbors | Beginner | Start Challenge |
| 4 | 🎯 Understanding Validation Curves | Beginner | Start Challenge |
| 5 | 🎯 Decision Trees | Beginner | Start Challenge |
| 6 | 🎯 Linear Regression | Beginner | Start Challenge |
| 7 | 🎯 Clustering and Insights | 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.
- 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 learning assistant Labby, built on lastest AI models, providing a conversational learning experience.
Learn more about LabEx VM.