Interactive soccer exploration with R

This project looks to predict the outcome of English Premier League. There are 6 major factors which contribute to the result of the match, they are - Number of goals scored, Number of clean sheets kept, Shots on target made by the team, Shots taken from inside the box, Goals conceded, Saves made by the goalkeeper of the team. Ranking Algorithm …

Prediction of electricity consumption of buildings in a particular region of the US

This is an analysis of Boston Robbery data from 1966-1975. The data comes in the form of a time series and the analysis utilizes several computational methods that allow us to forecast out future rates of crime.

2022 SAS Optimization Challenge Competition

Identified IntelliAuto company employees issue by using R to generate (1) Descriptive Analytics, (2) Visualization and Predictive Analytics, and (3) Prescriptive Analytics

A graduate-course project (Georgia Tech ISYE6740) on using machine learning models to predict suicide risk among High School students in California.

In this project, I built logistic regression model in RStudio to predict the probability of customers enroll in direct payroll deposit so that the bank can save their money and resources by contacting only customers that exhibit high probability and how best the bank can use my logistic regression model to help them strategize business goals.

A $1.2 million dollar competition to estimate home values. Run by Zillow and Kaggle.

Social and Online Networks Analysis

For just about any growing company in this “as-a-service” world, two of the most important metrics are customer churn and lifetime value.

Property assessment for Cook county in Illinois. All of Cook County Assessor’s Office (CCAO) methodology and data are public. Our team used the public data to predict the value of a home as close to its actual value as possible. To do this, we utilized the historic_property_data.csv to train models that predict the value of homes listed in predi…

PROJECT OF STATISTICS FOR DATA SCIENCE

R Package Documentation for SOA Exam PA

An AI/ML competition at the University of Oklahoma.

Cool Statistical Analysis (regression, classification, clustering) and Visualization Projects using R Studio!

Titanic Machine Learning from Disaster

This repo shows the work of a group project in Time Series Modeling, which used advanced Time Series techniques to predict future values. There was a competition held between all students in the class, this model and predictions won the competition.