UGA Data Science Competition

EDA & Preprocessing

There are missing values in the dataset. We have to analyze if state makes a difference. Dummy variables. Variable Selection is a must.

Imputation.

Logistic Regression

Variable Selection during logistic regression. Implementing an income cap.

Decision Rule - using entropy on the validation dataset.

Feed Forward Neural Network

We will be using Tensorflow and Keras to build our nueral networks.

• Learning Rate

• Model Width

• Model Depth

• Batch Size

• Google Model Search

• AutoML