Machine Learning Project on Imbalanced Data in R

My fictitious firm, GDSMC Global, is a security consultancy focusing on supporting governments around the world in understanding, predicting, and stopping terrorism attacks. Our goal is to allow individual nation states to better deploy security resources to reduce the likelihood of successful terrorism in the future, and to understand what are …

The study involves predicting the attrition rate of ~72000 customers of a Telco company, and use insights from the model to develop an incentive plan for enticing would-be churners to remain with the firm. The data are available in one data file with 71,047 rows that combines the calibration and validation customers. “calibration” database consi…

This repo has the project codes and documentation for the project related to Semiconductor manufacturing dataset in coursework of Engineering Data Analysis

Datathon sponsored by the City of Los Angeles and Accenture to forecast the payroll data and optimize the inefficient processes

FIFA'19 datasets Analysis

Claim Risk Identification

Human Activity Recognition database is built from the recordings of 30 subjects performing activities of daily living (ADL) while carrying a waist-mounted smartphone with embedded inertial sensors.

Data Science beginner with R project

Data Science course exercises, textbook chapter 20 and forth

Data cleaning and visualisation functions in R

Clean your data frame in one readable function

CSUEB Data Science workgroup project Fall 2021

Data Cleaning and Wrangling using Excel and R

Statistical Analysis of US Traffic Accidents from 2017 to 2019.

Logistic regression analysis performed on a complex dataset of mushroom profiles with the goal of determining the characteristics which make a mushroom edible or inedible to humans.