WiDS Cambridge Datathon 2022


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

Transforming and Manipulating Data

Topic 19: Encoding and Transforming Data

Topic 20: Pre-Processing Data

Topic 21: Sources of Bias in Model Interpretation and Usage

Topic 22: Variable Selection

Topic 23: Principal Component Analysis

Exploratory Notebooks

  1. Data Preprocessing and Model Interpretation Notebook
  2. PCA and Dimensionality Reduction