16. End-to-End Project: Blinkit Maharashtra
16.5 Insights Template (Fill With Your Numbers)
Copy into a markdown cell and replace placeholders after you run the notebook:
## Insights for Pune ops (fictional data)
1. Headline: ...
2. Diwali window (15–22 Oct) shows ... vs early October.
3. City GMV leaders: ...
4. Cancel + Return share: ...% — follow up on ...
5. Median delivery mins: ...
6. Data quality: fixed ... duplicate keys and ... bad mins.
7. Ask: Confirm festival staffing for Pune and Nashik next cycle.
Ravindra Bagale's Tip
Khup students project madhe ML add karun “complete” samajtat. Ya course cha project insights var thambato. Interview madhe pan “I cleaned, explored, visualised, recommended” – clear pipeline. Model nantar chya course madhe. Dhyan rakho!
Lab
Run the full pipeline. Submit (to yourself): clean CSV path, two PNGs, and the filled insights markdown. No model fit.
Thodkyaat sangaycha tar (quick recap)
- Reproducible load → clean → EDA → viz → written ask
- Log row counts; label data fictional
- Success = manager can decide, not that a model exists
Samajla ka? Aata pudhe jaauya practice exercises.