Projects undertaken as part of the PGP in Artificial Intelligence and Machine Learning 2019-20. These are elementary projects and should be viewed as driving learning value.
The folder Code contains all relevant codes
The folder Data contains all input datasets
The list of projects completed can be found here: https://eportfolio.greatlearning.in/abhinav-kimothi
- Applied Statistics
This project used Hypothesis Testing and Visualization to leverage customer's health information like smoking habits, bmi, age, and gender for checking statistical evidence to make valuable decisions of insurance business like charges for health insurance.
- Supervised Learning
Identified potential loan customers for Thera Bank using classification techniques. Compared models built with Logistic Regression and KNN algorithm in order to select the best performing one.