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

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