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: github.com/koaning/calm-noteb...
💻 Notebook per section:
🖥 introducing scikit-learn: github.com/koaning/calm-noteb...
🖥 preprocessing: github.com/koaning/calm-noteb...
🖥 metrics: github.com/koaning/calm-noteb...
🖥 meta estimators: github.com/koaning/calm-noteb...
🖥 human-learn: github.com/koaning/calm-noteb...
⭐️ Other Recources ⭐️
🔗 calmcode.io
🔗 scikit-learn docs: sklearn.org/index.html
🔗 spaCy course: • Intro to NLP with spaC...
🔗 PyData RU-vid channel: / pydatatv
🔗 algorithm whiteboard: • Rasa Algorithm Whitebo...
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16 июл 2024