1️⃣ Objective The objective of this capstone is to analyze comprehensive retail store data to identify the factors that drive sales performance and profitability. We will develop a predictive regression model to forecast future sales for individual store and product combinations, enabling management to make data-driven decisions regarding inventory, promotions, and store operations. Key Goals: ✨ Data Cleaning […]
1️⃣ Objective The primary objective is to develop a robust machine learning model capable of predicting employee attrition (turnover). Additionally, the project aims to perform exploratory data analysis to uncover the key factors and behavioral patterns that most significantly influence an employee’s decision to leave the company, providing actionable insights for HR management. Key Goals: ✨ Data Preprocessing & […]
1️⃣ Objective The objective of this capstone is to perform an in-depth analysis of e-commerce customer transaction data to uncover purchasing patterns, and then apply RFM (Recency, Frequency, Monetary) segmentation. The resulting segments will be used to identify High-Value Customers (HVCs) and Churn Risks, enabling the development of data-driven, personalized marketing strategies. Key Goals: ✨ Data Cleaning […]
1️⃣ Objective The objective is to design and develop a complete, scalable Full-Stack E-Commerce application, featuring a high-performance, cross-platform mobile frontend built with Flutter, and a secure, robust backend API. The project will demonstrate modern software development practices, including RESTful API design, state management, secure payment processing, and database integration. Key Goals: ✨ Develop a feature-rich Flutter App including […]
📊 Sales Forecasting & Revenue Optimization Dashboard ChatGPT Mailchimp Google Analytics Google Analytics NLP + Behaviour Prediction AI generates subject lines & email body content. Predicts best send-time using engagement insights. Runs auto A/B tests for higher open rates. Output: Smart AI-optimized email automation system. 📱 Instagram Reels & Content Strategy Optimizer ChatGPT CapCut AI […]
