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

[Machine Learning Practice Challenges] This repository collects 5 of programming scenarios (labs and challenges) for Machine Learning Practice Challenges. This course contains lots of challenges for Machine Learning, each challenge is a small Machine Learning project with detailed instructions an...
https://github.com/labex-labs/ml-practice-challenges

List: ml-practice-challenges

awesome awesome-list challenges course education hands-on labex labs machine-learning programming

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[Machine Learning Practice Challenges] This repository collects 5 of programming scenarios (labs and challenges) for Machine Learning Practice Challenges. This course contains lots of challenges for Machine Learning, each challenge is a small Machine Learning project with detailed instructions an...

• Host: GitHub
• URL: https://github.com/labex-labs/ml-practice-challenges
• Owner: labex-labs
• Created: 2024-05-24T09:06:41.000Z (6 months ago)
• Default Branch: master
• Last Pushed: 2024-08-01T01:31:10.000Z (4 months ago)
• Last Synced: 2024-08-02T04:25:09.105Z (4 months ago)
• Topics: awesome, awesome-list, challenges, course, education, hands-on, labex, labs, machine-learning, programming
• Homepage: https://labex.io/skilltrees/ml
• Size: 4.88 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Machine Learning Practice Challenges

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

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

This course contains lots of challenges for Machine Learning, each challenge is a small Machine Learning project with detailed instructions and solutions. You can practice your Machine Learning skills by solving these challenges, improve your problem-solving skills, and learn how to write clean and efficient code.

![Machine-Learning](https://img.shields.io/badge/Machine-Learning-whitesmoke?style=for-the-badge&logo=machine-learning)

## 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                                                                                                                              |

|---------|--------------------------------------------------|--------------|---------------------------------------------------------------------------------------------------------------------------------------|

|       1 | 🎯 Linear Regression                              | ★☆☆          | Start Challenge                              |

|       2 | 🎯 Understanding Metrics and Scoring              | ★☆☆          | Start Challenge              |

|       3 | 🎯 Clustering and Insights                        | ★☆☆          | Start Challenge                        |

|       4 | 🎯 Naive Bayes Classification                     | ★☆☆          | Start Challenge                     |

|       5 | 🎯 Predicting Flower Types with Nearest Neighbors | ★☆☆          | Start Challenge |

## More

- 🔗 [Machine Learning Programming Courses](https://github.com/labex-labs/awesome-programming-courses)

- 🔗 [Machine Learning Programming Projects](https://github.com/labex-labs/awesome-programming-projects)

- 🔗 [Machine Learning Free Tutorials](https://github.com/labex-labs/ml-free-tutorials)