This is a solution I submitted for Women in Data Science Kaggle datathon,2020.
https://www.kaggle.com/c/widsdatathon2020
The techniques used are :
- Raw Data Analysis
- Exploratory Data Analysis
- Preprocessing
- Feature Engineering
- Logistic Regression
- Ensemble Models: Random Forest
- Hyperparameter tuning : GridSearchCV, HyperOpt
WiDS.pptx contains details of the solution and the challenges faced.