Database Skills

SQL for real projects, testing, and interviews.

A practical path from basic queries to joins, aggregations, constraints, indexes, transactions, and QA database validation. Built for people who need to test, debug, and explain data confidently.

Learning Path

Follow these lessons in order. Each page is compact, example-first, and focused on what you will use in QA automation, API testing, backend debugging, and interviews.

1. SQL Basics

Tables, rows, columns, SELECT, WHERE, ORDER BY, LIMIT, and clean query habits.

Open lesson

2. Joins and Relationships

Primary keys, foreign keys, INNER JOIN, LEFT JOIN, and common join mistakes.

Open lesson

3. Aggregation and Reports

COUNT, SUM, AVG, GROUP BY, HAVING, and building test/report queries.

Open lesson

4. Data Design

Normalization, constraints, NULL handling, indexes, and schema quality checks.

Open lesson

5. Transactions

ACID, commits, rollbacks, isolation, and how testers validate data consistency.

Open lesson

6. Practice Set

Hands-on tasks based on ecommerce, HRM, API responses, and defect triage.

Open practice

What Makes This Modern

PostgreSQL-friendly syntax QA validation examples API + database checks Interview patterns Production debugging mindset