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Learn to build, train, and evaluate machine learning models using various algorithms and preprocessing techniques.\n\n![Scikit-learn](https://img.shields.io/badge/Scikit-learn-whitesmoke?style=for-the-badge\u0026logo=scikit-learn)\n![Python](https://img.shields.io/badge/Python-whitesmoke?style=for-the-badge\u0026logo=python)\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 | 🧩 🆓 Scikit-learn Installation and Setup       | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/sklearn-scikit-learn-installation-and-setup-596490?course=scikit-learn-for-beginners'\u003eStart Lab\u003c/a\u003e       |\n|       2 | 🧩 🆓 Scikit-learn Data Loading and Exploration | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/sklearn-scikit-learn-data-loading-and-exploration-596488?course=scikit-learn-for-beginners'\u003eStart Lab\u003c/a\u003e |\n|       3 | 🧩 🆓 Scikit-learn Data Preprocessing           | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/sklearn-scikit-learn-data-preprocessing-596489?course=scikit-learn-for-beginners'\u003eStart Lab\u003c/a\u003e           |\n|       4 | 🧩 🆓 Scikit-learn Linear Regression            | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/sklearn-scikit-learn-linear-regression-596492?course=scikit-learn-for-beginners'\u003eStart Lab\u003c/a\u003e            |\n|       5 | 🧩 🆓 Scikit-learn KNN Classification           | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/sklearn-scikit-learn-knn-classification-596491?course=scikit-learn-for-beginners'\u003eStart Lab\u003c/a\u003e           |\n|       6 | 🧩 🆓 Scikit-learn Model Evaluation             | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/sklearn-scikit-learn-model-evaluation-596493?course=scikit-learn-for-beginners'\u003eStart Lab\u003c/a\u003e             |\n|       7 | 🧩 🆓 Scikit-learn Cross-Validation             | Beginner     | \u003ca target='_blank' href='https://labex.io/labs/sklearn-scikit-learn-cross-validation-596487?course=scikit-learn-for-beginners'\u003eStart Lab\u003c/a\u003e             |\n\n## About LabEx\n\n[LabEx](https://labex.io) 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](https://labex.io/learn) learning system, and a growing resource of 30 Skill Trees and over 6,000 Labs, [LabEx](https://labex.io) offers comprehensive practical education. The platform includes Labby, an AI learning assistant built on latest AI models, providing a conversational learning experience.\n\n## More\n\n- 🔗 [scikit-learn Programming Courses](https://github.com/labex-labs/awesome-programming-courses)\n- 🔗 [scikit-learn Programming Projects](https://github.com/labex-labs/awesome-programming-projects)\n- 🔗 [scikit-learn Free Tutorials](https://github.com/labex-labs/sklearn-free-tutorials)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flabex-labs%2Fscikit-learn-for-beginners","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flabex-labs%2Fscikit-learn-for-beginners","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flabex-labs%2Fscikit-learn-for-beginners/lists"}