SQL · Product-Company Interviews
SQL Patterns That Crack Product Company Interviews
Product-company SQL rounds reuse a small set of patterns. Learn to spot the pattern behind the question, and a new problem turns into one you've already solved.
Most people prepare for SQL interviews by grinding hundreds of random questions. In the interview they still freeze, because they learned answers, not patterns. Most product-company SQL rounds use the same few patterns over and over, and once you can see the pattern behind a question, a new problem becomes one you've already solved. In this session we go through the pattern families that keep coming up in product-company SQL rounds, and we solve each one live. For each pattern: how to recognise it from the wording of the question, the query shape that solves it, and the mistakes that cost people the round. We'll also practise explaining your approach out loud, which interviewers score as much as the final query. If you can write a basic GROUP BY, you can follow along. Bring your questions: live Q&A at the end. Outside India that is 12:00 AM PT, 3:00 AM ET, 8:00 AM BST, 9:00 AM CEST, 11:00 AM GST, 3:00 PM SGT, and 6:00 PM AEDT in Sydney and Melbourne (daylight saving starts that morning; 5:00 PM AEST in Brisbane).
Agenda
What we'll cover
- Ranking and top-N per group — ROW_NUMBER, RANK, DENSE_RANK, and removing duplicates
- Running totals and moving averages — window frames and cumulative metrics
- Row-to-row comparisons — LAG and LEAD for growth, churn and change over time
- Gaps, islands and streaks — consecutive days, sessions and missing dates
- Funnels, cohorts and retention — product-analytics questions from start to finish
- Hierarchies and pivots — self-joins, recursive CTEs and CASE WHEN pivots
Perfect for
Who it's for
Every attendee
What you get
- Live, hands-on session on Zoom
- Live Q&A with the instructor
- Session notes & key resources — emailed after
- Optional: that session's recording + resources — add for ₹99

Your host
Durgesh Yadav
Founder, PrepNPlaced · Sr. Data Engineer @ 7-Eleven · ex-Target · Instructor @ Scaler, Bosscoder, Newton School, GeeksforGeeks & Masai
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Free forever · Sunday 4 October · 12:30 PM IST
Free live seat
Sunday · 12:30 PM IST