Using ML / AI algorithms, this social science project will allow one to predict the end-state of a relationship such as whether a couple remains together, or ends up separated or more specifically, divorced, broken-up, together, etc. Predictions around the quality of the relationship can also be looked into. Methods of dealing with limited data which is often a limitation in social science projects will be looked into.
Participants will work on the dataset provided. They will be required to use data preprocessing techniques and feature engineering in the course of the project and run various multinomial classification algorithms and find the best model for the given data.
This project will help participants to gain first-hand experience in the match-making industry.
Duration: 3-6 Months (Online – Offline, Instructor-based)