
Tags: WHERE, Boolean Filter, COUNT
Tags: GROUP BY, SUM, Aggregation
Tags: GROUP BY, COUNT, ORDER BY
Tags: JOIN, INNER JOIN, SELECT
Tags: LEFT JOIN, IS NULL, Anti-join
Tags: ROW_NUMBER(), PARTITION BY, ORDER BY, COUNT
Tags: JOIN, MIN, DATE, CASE WHEN, WEEK()
Tags: UNION, SELECT, String Literal
Tags: GROUP BY, CASE WHEN, COUNT, Pivot via CASE
Tags: WHERE, AND/OR, IN, Parentheses, Boolean Filter
Tags: GROUP BY, COUNT, HAVING
Tags: JOIN, GROUP BY, COUNT(DISTINCT), DATE, HAVING
Tags: JOIN, DATEDIFF, AVG, GROUP BY
Tags: JOIN, DATEDIFF, AVG, GROUP BY, WHERE IS NOT NULL
Tags: GROUP BY, SUM(CASE WHEN), COUNT, ROUND
Tags: JOIN, GROUP BY, CASE WHEN
Tags: JOIN, GROUP BY, COUNT, HAVING
Tags: GROUP BY, HOUR(), EXTRACT(HOUR), RANK(), PARTITION BY
Tags: DATE_FORMAT, DATE_SUB, Range Filter, GROUP BY, COUNT
DATE(), COUNT(DISTINCT), GROUP BY, HAVING
CASE WHEN, WEEKDAY(), DATEDIFF, AVG, GROUP BY
GROUP BY, HAVING, NOT EXISTS, Anti-join, Date Filter
GROUP BY, SUM, HAVING, ORDER BY
Tags: JOIN, INNER JOIN, SELECT
Tags: JOIN, ROW_NUMBER(), WINDOW FUNCTION, Effective Dating
Tags: LEFT JOIN, GROUP BY, COUNT
Tags: LEFT JOIN, GROUP BY, HAVING, COUNT, MAX/MIN, IS NULL
Tags: JOIN, LEFT JOIN, ROW_NUMBER(), WINDOW FUNCTION
Tags: CROSS JOIN, WHERE, ROUND, MIN, GROUP BY
Tags: SELF JOIN, Date Range Overlap, GREATEST, ROW_NUMBER(), WINDOW FUNCTION
Tags: ROW_NUMBER(), PARTITION BY, ORDER BY
Tags: ROW_NUMBER(), PARTITION BY, ORDER BY
Tags: RANK(), PARTITION BY, ORDER BY, GROUP BY
Tags: RANK(), PARTITION BY, ORDER BY, GROUP BY, JOIN
Tags: NTILE, PARTITION BY, ORDER BY
Tags: SUM, PARTITION BY, ORDER BY
Tags: LAG, PARTITION BY, ORDER BY
Tags: LEAD, PARTITION BY, ORDER BY, DATEDIFF
Tags: COUNT(DISTINCT), SELF JOIN, GROUP BY, AVG
Tags: ROW_NUMBER(), DATE_SUB, Gaps & Islands, Streak Grouping, PARTITION BY, ORDER BY
Tags: LAG, ROW_NUMBER(), DATEDIFF, PARTITION BY, ORDER BY, CASE
Tags: LAG, LEAD, DATEDIFF, PARTITION BY, ORDER BY, CASE
Tags: WHERE, DATE functions, MONTH(), YEAR()
Tags: GROUP BY, COUNT, DATE_FORMAT(), ORDER BY
Tags: WEEKDAY(), CASE, GROUP BY, COUNT, SUM
Tags: ROW_NUMBER(), PARTITION BY, ORDER BY, CASE, MIN(), DATEDIFF
Tags: LEFT JOIN, MIN(), GROUP BY, DATEDIFF
Tags: COUNT(DISTINCT), DATE(), SELF JOIN, DATE_ADD, ROUND, % change
Tags: LAG(), PARTITION BY, ORDER BY, DATEDIFF, WHERE
Tags: TIMESTAMPDIFF, WHERE, SELECT
Tags: GROUP BY, SUM, ORDER BY, LIMIT 1
Tags: ROW_NUMBER(), PARTITION BY, ORDER BY
Tags: NOT EXISTS, EXISTS, JOIN, Anti-join
Tags: JOIN, COUNT, LEFT JOIN, ROUND, HAVING
Tags: JOIN, GROUP BY, SUM, HAVING
Tags: JOIN, DATE_ADD, BETWEEN, DISTINCT, Filter
Tags: CTE, MIN, JOIN, DATEDIFF, Filter
Tags: CTE, AVG, JOIN, ROUND, Filter
Tags: LEFT JOIN, COUNT, CASE, NULLIF, ROUND
Tags: GROUP BY, SUM(CASE), HAVING, JOIN
Tags: CTE, MAX, COUNT, SUM, DATEDIFF, DATE_SUB, CASE
Tags: CASE, LOWER, TRIM, GROUP BY, COUNT
Tags: CASE, SUBSTRING_INDEX, COALESCE, GROUP BY, ROUND, HAVING
Tags: JOIN, SUM(CASE), GROUP BY, ROUND, HAVING
Tags: SUM(CASE), GROUP BY, ROUND, ORDER BY
Tags: JOIN, GROUP BY, COUNT, SUM, CASE WHEN, ROUND
Tags: CTE, AVG, JOIN, Filter
Tags: SUM(CASE), GROUP BY, ROUND
Tags: SUM(CASE WHEN), ROUND, NULLIF
Tags: GROUP BY, COUNT, MAX, Top-tie filter
Tags: SELF JOIN, LEAST/GREATEST, GROUP BY, COUNT, ORDER BY, LIMIT
Tags: JOIN, DISTINCT, MIN, LEFT JOIN, COALESCE, GROUP BY
Tags: NTILE, WINDOW FUNCTION, ORDER BY, AVG, ROUND
Tags: GROUP_CONCAT, GROUP BY, ORDER BY
Tags: JOIN, Date Filter, GROUP_CONCAT, HAVING COUNT(DISTINCT), ORDER BY
Tags: SUM OVER, COUNT OVER, LEAD, ROWS frame, ROUND, CASE
RECURSIVE CTE, Hierarchy, Self-join logic, ORDER BY
Tags: RECURSIVE CTE, Transitive closure, Hierarchy, JOIN
Tags: LEFT JOIN … IS NULL, NOT EXISTS, Anti-join
Tags: RECURSIVE CTE, Hierarchy, LEVEL/Depth
Tags: RECURSIVE CTE, Hierarchy, GROUP BY, SUM
Tags: UNION, DISTINCT, DATE_RANGE, Filter, ORDER BY
Tags: UNION ALL, GROUP BY, CASE, Aggregation
Tags: LEFT JOIN, Anti-join (IS NULL), COUNT(DISTINCT), GROUP BY, Filter
Tags: Date Range Filter, JOIN, MAX, COUNT, GROUP BY
Tags: CTE, COUNT(DISTINCT), INNER JOIN, NOT IN, Set Containment, GROUP BY
Tags: SET_DIFF (NOT IN), UNION ALL, CTE, Filter, ORDER BY
Learn SQL by doing. If you know the syntax but freeze on messy, real scenarios, this course is for you. With 100+ practical SQL challenges, you’ll solve problems that mirror the real work of data analysts and engineers , so you build skills you can use both on the job and in interviews.
Why this course is different
Most SQL courses stop at theory or simple queries. This one is practice-first. Every challenge puts you in the shoes of an analyst solving real business problems. You’ll get step-by-step reasoning, crystal-clear solutions, and reusable patterns that prepare you for day-to-day SQL work as well as interview success.
Real datasets & scenarios you’ll tackle
E-commerce & funnels - drop-offs, repeat buyers, cart abandonment.
Banking & finance → risky trades, customer tenure, percentiles.
Healthcare & fitness → retention, patient gaps, appointment delays.
Media & OTT apps → session streaks, genre trends, cross-platform usage.
Operations & logistics → shipping delays, courier performance, returns.
How you’ll learn
100+ challenges with hints and clean, formatted solutions.
Video walkthroughs showing the thought process step by step.
A structure that grows from simple SQL queries to multi-step case studies.
Who this is for
Beginners who want to learn SQL by doing.
Analysts and engineers who need more real-world practice.
Anyone preparing for SQL interviews with practical scenarios.
No filler. No copy-paste. Just structured practice with real SQL problems , so you write confident queries in work and interviews.