UCLA OARC Workshop Series "Learning Scikit-Learn"

This folder contains the PDF slides and colab demos for the "Learning Scikit-learn" workshop lectures hosted by UCLA IDRE. The course contents are updated for June 2021.

(1) Learning Scikit-Learn: the Basics

• When: June 23, 2021 10am-12:00pm
• Please register to the Zoom meeting before joining
• – for scikit-learn general introduction demo
• – for Titanic Kaggle Challenge demo.
• Slides

(2) High-Performance Machine Learning Using Scikit-Learn

• When: June 25, 2021 10am-12:00pm
• Please register to the Zoom meeting before joining
• – for scikit-learn with joblib demo
• – for scikit-learn with accelerators demo
• – for scikit-learn with dask and vaex dataframe demo
• – for out-of-core learning using scikit-learn demo
• Slides will be available after the class.

Instructor: Qiyang Hu