Scikit-learn Crash Course - Machine Learning Library for Python

Scikit-learn is a free software machine learning library for the Python programming language. Learn how to use it in this crash course. ✏️ Course created by Vincent D. Warmerdam. ❤️ 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) ⭐️ Course Contents ⭐️ ⌨️ (0:00:00) introduction ⌨️ (0:03:08) introducing scikit-learn ⌨️ (0:34:36) preprocessing ⌨️ (0:53:36) metrics ⌨️ (1:24:49) meta-estimators ⌨️ (1:45:34) human-learn ⌨️ (2:06:17) wrap-up ⭐️ Code ⭐️ 💻 Full code: https://github.com/koaning/calm-notebooks 💻 Notebook per section: 🖥 introducing scikit-learn: https://github.com/koaning/calm-notebooks/blob/master/scikit-learn/scikit-learn.ipynb 🖥 preprocessing: https://github.com/koaning/calm-notebooks/blob/master/scikit-prep/scikit-prepare.ipynb 🖥 metrics: https://github.com/koaning/calm-notebooks/blob/master/scikit-metrics/scikit-metrics.ipynb 🖥 meta estimators: https://github.com/koaning/calm-notebooks/blob/master/scikit-meta/scikit-meta.ipynb 🖥 human-learn: https://github.com/koaning/calm-notebooks/blob/master/human-learn/human-learn.ipynb ⭐️ Other Recources ⭐️ 🔗 https://calmcode.io 🔗 scikit-learn docs: https://sklearn.org/index.html 🔗 spaCy course: https://www.youtube.com/watch?v=WnGPv6HnBok&list=PLBmcuObd5An559HbDr_alBnwVsGq-7uTF&ab_channel=Explosion 🔗 PyData Youtube channel: https://www.youtube.com/user/PyDataTV 🔗 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