Learning Scikit-Learn

YouTube Excerpt: This is the slide presentation for UCLA OARC/IDRE Workshop "Learning Scikit-Learn: Basics" in Summer 2021. The pdf slide and the demo files can be downloed from the github repo: https://github.com/huqy/learning-sklearn Video Chapters: 00:00 Opening remarks 03:25 Knowing scikit-learn in minutes 12:21 Simplified workflow for a machine learning project 15:09 Data input, loader and generator 20:20 Splitting the data 24:51 Scikit-learn core objects 29:11 Data pre-processing 32:08 Models and meta-estimators 43:35 Model persistence 48:29 Scikit-learn extension libraries 53:32 Key Takeaways

This is the slide presentation for UCLA OARC/IDRE Workshop "Learning Scikit-Learn: Basics" in Summer 2021. The pdf slide and the demo files can be...

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