S-CHAN11's repositories
Bank-Customer-Segmentation
The objective of this project is to analyze the customers of a bank, categorize them with K-Means and Hierarchical Clustering and evaluate their distinct characteristics
Holiday-Package-Prediction-Model
The aim of this project is to predict which of the employees in a firm will opt for a holiday package
Insurance-Claim-Prediction
In this project, I use 3 machine learning models (CART, Random Forest and ANN) to predict the claim frequency for a travel insurance firm. I also evaluate which of the three models is most suitable for our dataset.
Jewelry-Manufacturer-Price-Prediction
In this project, I use 4 machine learning models (Decision Tree, Linear Regression, Random Forest, ANN) to predict the price of the stone enabling the manufacturer to determine the profitability based on its attributes.
Principal-Component-Analysis
In this project, I've used College/University data to perform Principal Component Analysis and provide its implications to the business
Salary-Variance-Analysis
In this project I analyze if the salary of employees is dependent on their education or occupation using Advanced Statistical concepts like Hypothesis Testing and Anova