{"id":19984296,"url":"https://github.com/labex-labs/supervised-learning-regression","last_synced_at":"2026-05-08T23:08:55.075Z","repository":{"id":241081753,"uuid":"804261540","full_name":"labex-labs/supervised-learning-regression","owner":"labex-labs","description":"Supervised Learning: Regression | This repo collects 7 of programming labs exercises for Supervised Learning: Regression. Supervised learning. If you are hearing or reading this term for the first time, then it may be completely unclear what it means. Don't worry. 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If you are hearing or reading this term for the first time, then it may be completely unclear what it means. Don't worry. In this lab, you will get a comprehensive understanding of supervised learning; and, in the next chapter of the experiment, you will learn to use supervised learning to complete data prediction.\n\n![scikit-learn](https://img.shields.io/badge/scikit-learn-whitesmoke?style=for-the-badge\u0026logo=scikit-learn)\n![Machine-Learning](https://img.shields.io/badge/Machine-Learning-whitesmoke?style=for-the-badge\u0026logo=machine-learning)\n\n\n## Exercises\n\n|   Index | Name                                              | Difficulty   | Practice                                                                                                           |\n|---------|---------------------------------------------------|--------------|--------------------------------------------------------------------------------------------------------------------|\n|       1 | 📖 🟢 Introduction to Supervised Learning         | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/ml-introduction-to-supervised-learning-20791'\u003eStart Lab\u003c/a\u003e         |\n|       2 | 📖 🟢 Linear Regression Fundamentals              | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/ml-linear-regression-fundamentals-20799'\u003eStart Lab\u003c/a\u003e              |\n|       3 | 📖 🟢 Prediction for Beijing Housing Prices       | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/ml-prediction-for-beijing-housing-prices-20805'\u003eStart Lab\u003c/a\u003e       |\n|       4 | 📖 🔵 Nonlinear Data Regression Techniques        | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/sklearn-nonlinear-data-regression-techniques-20804'\u003eStart Lab\u003c/a\u003e   |\n|       5 | 📖 🔵 Prediction for Bitcoin Price                | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/sklearn-prediction-for-bitcoin-price-20806'\u003eStart Lab\u003c/a\u003e           |\n|       6 | 📖 🔵 Ridge Regression and Lasso Regression       | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/ml-ridge-regression-and-lasso-regression-20808'\u003eStart Lab\u003c/a\u003e       |\n|       7 | 📖 🔵 Calculation of Ridge Regression Coefficient | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/ml-calculation-of-ridge-regression-coefficient-20753'\u003eStart Lab\u003c/a\u003e |\n\n## Environment\n\nLabEx 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.\n\n![](https://tutorial-screenshot.getvm.io/images/vm-1725247253.png)\n\n- A strict \"Learn by Doing\" approach with exclusive hands-on labs and no videos.\n- Interactive online environments within the browser, with automated step-by-step checks.\n- A structured content organization with the Skill Tree based learning system.\n- A growing learning resource of 30 Skill Trees and over 6,000 Labs.\n- The learning assistant Labby, built on lastest AI models, providing a conversational learning experience.\n\nLearn more about [LabEx VM](https://support.labex.io/using-labex/virtual-machine).\n\n## More\n\n- 🔗 [Machine Learning Programming Courses](https://github.com/labex-labs/awesome-programming-courses)\n- 🔗 [Machine Learning Programming Projects](https://github.com/labex-labs/awesome-programming-projects)\n- 🔗 [Machine Learning Free Tutorials](https://github.com/labex-labs/ml-free-tutorials)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flabex-labs%2Fsupervised-learning-regression","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flabex-labs%2Fsupervised-learning-regression","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flabex-labs%2Fsupervised-learning-regression/lists"}