ua-data7 / classical-machine-learning-workshops

Companion repository for the Classical Machine Learning Workshop Series given by staff at the Data Science Institute (Data7).

classical-machine-learning-workshops

UA Data Science Institute: Classical Machine Learning Workshops

Companion workshop materials utilized throughout iterations of the Classical Machine Learning workshop series. The workshops will utilize either Python's scikit-learn machine learning libraries or the R Tidymodels package.

Machine Learning Glossary

Schedule

Wedneday 3:00PM Spring 2023 (Zoom link)

Data Science Institute Events Calendar

Date	Title	Educator	Materials
01-Feb-2023	Overview of Classical Machine Learning	Carlos Lizarraga	LINK
08-Feb-2023	Tidymodels: Build a Model	Greg Chism	LINK
22-Feb-2023	scikit-learn: Classification Algorithms	Carlos Lizarraga	LINK
01-Mar-2023	scikit-learn: Regression Algorithms	Carlos Lizarraga	LINK
22-Mar-2023	Tidymodels: Preprocess your Data with Recipes	Greg Chism	LINK
29-Mar-2023	Tidymodels: Evaluate your Model with Resample	Greg Chism	LINK
05-Apr-2023	scikit-learn: Clustering Algorithms	Carlos Lizarraga	LINK
12-Apr-2023	Tidymodels: Tune Model Parameters	Greg Chism	LINK
26-Apr-2023	scikit-learn: Dimensionality Reduction Algorithms	Carlos Lizarraga	LINK

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