Project Portfolio from Master of Management Analytics (MMA) at Queen's University

This repository is for showcasing the following projects that I worked for the master's degree at Smith School of Business, Queen's University.

• GMMA 860 - Team Project on Data Management & Visualization
• GMMA 831 - Team & Individual Projects on Marketing Analytics
• GMMA 865 - Individual Project on Big Data & NLP
• GMMA 867 - Individual Project on Predictive Analytics

GMMA 860 - Team Project on Data Management & Visualization

Based on F1 race data from Formula 1 World Championships (1950 - 2021) from Kaggle Competition, analyzed and visualized F1 data, and developed the predictive model, using R as programming language, and Tableau & Power BI for visualization.

Link to the Project

GMMA 831 - Team & Individual Projects on Marketing Analytics

Based on the BigBasket Case for the Product Recommendation, which is the India's largest online retailer, the real-life retailer's data was analyzed and models for the recommendation system were developed to optimize their business processes, using R as programming language.

Link to the Project

GMMA 865 - Individual Project on Big Data & NLP

Performed the sentiment analysis on the real-life "product sentiment" text datasets based on the Amazon review, using Python, various machine learning models and Natural Languague Processing (NLP) techniques.

Link to the Project

GMMA 867 - Individual Project on Predictive Analytics

Developed predictive models based on Kaggle competition, 'House Prices - Advanced Regression Techniques', and evaluated the machine learning performance, using R as programming language.

Link to the Project