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šŸŽ“ Featured Course Guide & Lesson Notes: Scikit-learn Crash Course - Machine Learning Library for Python

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Instructor: freeCodeCamp.org  |  Runtime: 03:30 mins  |  Students / Views: 113,654

Scikit-learn is a free software machine learning library for the Python programming language. Learn how to use it in this crash course. āœļø Course created by Vincent D. Warmerdam. ā¤ļø Try interactive Python courses we love, right in your browser: https://scrimba.com/freeCodeCamp-Python (Made possible by a grant from our friends at Scrimba) ā­ļø Course Contents ā­ļø āŒØļø (0:00:00) introduction āŒØļø (0:03:08) introducing scikit-learn āŒØļø (0:34:36) preprocessing āŒØļø (0:53:36) metrics āŒØļø (1:24:49) meta-estimators āŒØļø (1:45:34) human-learn āŒØļø (2:06:17) wrap-up ā­ļø Code ā­ļø šŸ’» Full code: https://github.com/koaning/calm-notebooks šŸ’» Notebook per section: šŸ–„ introducing scikit-learn: https://github.com/koaning/calm-notebooks/blob/master/scikit-learn/scikit-learn.ipynb šŸ–„ preprocessing: https://github.com/koaning/calm-notebooks/blob/master/scikit-prep/scikit-prepare.ipynb šŸ–„ metrics: https://github.com/koaning/calm-notebooks/blob/master/scikit-metrics/scikit-metrics.ipynb šŸ–„ meta estimators: https://github.com/koaning/calm-notebooks/blob/master/scikit-meta/scikit-meta.ipynb šŸ–„ human-learn: https://github.com/koaning/calm-notebooks/blob/master/human-learn/human-learn.ipynb ā­ļø Other Recources ā­ļø šŸ”— https://calmcode.io šŸ”— scikit-learn docs: https://sklearn.org/index.html šŸ”— spaCy course: https://www.youtube.com/watch?v=WnGPv6HnBok&list=PLBmcuObd5An559HbDr_alBnwVsGq-7uTF&ab_channel=Explosion šŸ”— PyData Youtube channel: https://www.youtube.com/user/PyDataTV šŸ”— algorithm whiteboard: https://www.youtube.com/watch?v=Czto6GzJah8&list=PL75e0qA87dlG-za8eLI6t0_Pbxafk-cxb&index=32&ab_channel=Rasa -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://freecodecamp.org/news Key Highlights & Overview: Mastering <strong>Beginner Guide For Scikit Learn Complete Masterclass</strong> requires clear step-by-step guidance and practical hands-on visual demonstrations. Follow along with top-rated video tutorials from industry experts today on <strong>TutorTube</strong>.