Indian Analytics Case Studies & Company Breakdowns is simply a system way of 12 lessons that build a complete, interview-ready knowing of the topic. Work done them successful order, past usage the quiz and flashcards successful each instruction to revise.
What this people covers
- How to Read a Company's Analytics Setup: A Teardown Template - A repeatable template: business model, cardinal decisions, data, method, outcome, lesson.
- Flipkart's Big Billion Days: Forecasting & Real-Time Monitoring - Demand forecasting, inventory placement and unrecorded monitoring during a highest waste event.
- Swiggy & Zomato: Delivery Time Prediction and Rider Allocation - Predicting transportation clip from distance, room load and rider supply, and the impact.
- Quick Commerce: Dark Store Demand and Unit Economics - Per-store request prediction, assortment choices and the economics of ten-minute delivery.
- Unified Payments astatine Scale: Success Rates and Fraud Detection - Analytics connected a obstruction handling billions of transactions: reliability, fraud and share.
- Credit Risk Scorecards successful Indian Lending - How scorecards and early-warning systems are built and monitored astatine an Indian lender.
- Personalisation & Recommendation successful Indian Retail - Recommendation systems successful Indian commerce, and really their assistance is really measured.
- Ride-Hailing: Surge Pricing and Marketplace Balance - Balancing a two-sided marketplace pinch pricing, and measuring whether it worked.
- Streaming & Subscription Analytics successful India - Content performance, engagement and churn analytics for Indian streaming audiences.
- Sports Analytics successful Indian Cricket - Player selection, lucifer strategy and auction valuation, and wherever the information comes from.
- Public Sector & Population-Scale Data successful India - Analytics connected population-scale nationalist systems, and the constraints that travel pinch it.
- Case Study: Building Your Own Company Analytics Teardown - Doing a teardown yourself: which nationalist sources to usage and really to combine it.
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