Scikit-learn Crash Course – Machine Learning Library for Python

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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. ⭐️ 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 And subscribe for new videos on technology every day: https://youtube.com/subscription_center?add_user=freecodecamp

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