Mastering SQL Fundamentals: A
Practical Guide for Data Analysts
• By: 12367834
• Date: 2025
What is SQL?
• Structured Query Language
• Used to access and manipulate databases
• Popular in MySQL, PostgreSQL, Snowflake, etc.
Basic SQL Syntax
• SELECT column_name
• FROM table_name
• WHERE condition
Filtering & Sorting
• WHERE condition
• ORDER BY column
• LIMIT number
Aggregations
• COUNT, SUM, AVG, MIN, MAX
• GROUP BY to group rows
• HAVING to filter aggregated data
Joins Explained
• INNER JOIN
• LEFT JOIN
• RIGHT JOIN
• FULL OUTER JOIN
Subqueries vs CTEs
• Subqueries are nested
• CTEs use WITH clause
• CTEs improve readability
Real-World Use Case
• Use SQL to analyze customer segments
• E.g., purchases by region, age, etc.
Practice Exercise
• Find top 3 customers by total purchase value
• Use GROUP BY and ORDER BY
Summary
• SQL is essential for data analysis
• Practice regularly
• Use resources like SQLZoo, Mode

SQL_Basics_For_Data analysis_Analysts.pptx