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esciencecenter-digital-skills / scikit-learn-mooc

Lesson to teach machine learning in Python with scikit-learn in a 2-day workshop
https://esciencecenter-digital-skills.github.io/scikit-learn-mooc/
Creative Commons Attribution 4.0 International
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Episode 3: Fitting a model on numerical data #5

Closed svenvanderburg closed 6 months ago

svenvanderburg commented 9 months ago

3:30 Predictive modeling pipeline: fitting a model on numerical data (should be splitted over different instructors)

First model with scikitlearn

Working with numerical data

Preprocessing for numerical features:

Skip plotting scaled features

Skip timing the training, they just have to believe that it is faster

Validation of a model