Pinned

1. Employee-Attrition Employee-Attrition Public

   Identifying whether an employee will leave the company based on an employee's attributes. I used ML algorithms such as Random Forest, Logistic Regression, Naive Bayes, and LightGBM

   Jupyter Notebook

2. Kaggle-Nomad2018 Kaggle-Nomad2018 Public

   I placed top 16% in the world on Kaggle in this competition. I used keras and tensorflow for deep learning and several ensembles with least correlated estimates to optimize for accuracy.

   Jupyter Notebook 1

3. Predicting-Breast-Cancer Predicting-Breast-Cancer Public

   Given a breast tumor's attributes, I used several machine learning models to predict whether if the tumor is malignant or benign

   Jupyter Notebook

4. House-Prices House-Prices Public

   I used Random Forest to predict a house prices given the house's attributes

   Jupyter Notebook