WiDS Cambridge Datathon 2022

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The WiDS Cambridge Datathon Workshop is an annual workshop preceding the WiDS Cambridge Conference. The workshop aims to provide mentorship and training for those interested in participating in the WiDS Datathon Challenge, and, more generally, anyone with a strong interest in data science.

View the Project on GitHub onefishy/wids_datathon

Regression

Topic 1: Introduction to Machine Learning and Data Science

Topic 2: Linear Regression

Topic 3: Multi-Linear and Polynomial Regression

Exploratory Notebook

Linear and Polynomial Regression

More on Regression

Topic 1: Probabilistic Models for Regression

Topic 2: Non-Probabilistic Models for Regression

Topic 3: k-Nearest Neighbor Regression

In-class Exercise: Probabilistic Models and Non-Probabilistic Models for Regression