Indian Analytics Case Studies & Company Breakdowns is a structured track of 12 lessons that build a complete, interview-ready understanding of the topic. Work through them in order, then use the quiz and flashcards in each lesson to revise.
What this course covers
- How to Read a Company's Analytics Setup: A Teardown Template - A repeatable template: business model, key decisions, data, method, outcome, lesson.
- Flipkart's Big Billion Days: Forecasting & Real-Time Monitoring - Demand forecasting, inventory placement and live monitoring during a peak sale event.
- Swiggy & Zomato: Delivery Time Prediction and Rider Allocation - Predicting delivery time from distance, kitchen load and rider supply, and the impact.
- Quick Commerce: Dark Store Demand and Unit Economics - Per-store demand prediction, assortment choices and the economics of ten-minute delivery.
- Unified Payments at Scale: Success Rates and Fraud Detection - Analytics on a rail handling billions of transactions: reliability, fraud and share.
- Credit Risk Scorecards in Indian Lending - How scorecards and early-warning systems are built and monitored at an Indian lender.
- Personalisation & Recommendation in Indian Retail - Recommendation systems in Indian commerce, and how their lift is actually measured.
- Ride-Hailing: Surge Pricing and Marketplace Balance - Balancing a two-sided marketplace with pricing, and measuring whether it worked.
- Streaming & Subscription Analytics in India - Content performance, engagement and churn analytics for Indian streaming audiences.
- Sports Analytics in Indian Cricket - Player selection, match strategy and auction valuation, and where the data comes from.
- Public Sector & Population-Scale Data in India - Analytics on population-scale public systems, and the constraints that come with it.
- Case Study: Building Your Own Company Analytics Teardown - Doing a teardown yourself: which public sources to use and how to assemble it.