Executive Diploma in Data Science & AI

This program emphasizes experiential learning with 60+ industry-relevant projects and 15+ capstone assignments. Each project acts as a bridge between theory and practice, preparing you for challenges faced in real-world roles.

Here’s a quick glimpse of some of the most cherished projects you’ll work on during your program in data science and business analytics.

• Telecom Customer Churn Prediction: Learn how to analyze customer-level data to identify high-risk customers and uncover the reasons for churn. Build predictive models that can help businesses retain their most valuable customers.
• Credit Card Fraud Detection: Dive into financial data and develop a fraud detection model. Understand techniques like handling class imbalance, tuning hyperparameters, and evaluating model performance with precision and recall.
• Supply Chain Optimization: Solve real-world logistics challenges by analyzing operational data, tracking inventory, and visualizing insights using tools like Tableau or Power BI. Improve efficiency and reduce bottlenecks for better decision-making.
• Movie Ratings Analysis: Use MySQL to analyze movie ratings and generate actionable insights for global projects. This case study strengthens your SQL skills and helps you understand the nuances of database management.
• Gesture Recognition for Smart TVs: Build a deep learning model using CNNs to recognize hand gestures and control a smart TV. Learn about the practical applications of computer vision in designing innovative user experiences.
• Product Recommendation System: Create a recommendation engine that combines sentiment analysis and machine learning. Experiment with user-based or item-based strategies to deliver personalized recommendations that adapt to user preferences. 

Every project in the IIIT Bangalore Executive Diploma in Data Science program is designed to simulate a real-world challenge, giving you the confidence to lead impactful roles in your real job.