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SQL Course: Learn SQL from Beginner to Advanced (Udemy.com)

Master PostgreSQL, MySQL & SQL Server with hands-on SQL queries, JOINs, CTEs, Window Functions & Data Analysis

Created by: Bantu Ngxola

Last updated September 2026

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What you will learn

  • Write SQL queries from beginner to advanced level.
  • Retrieve, filter, sort, and transform data using SQL.
  • Use SELECT, WHERE, ORDER BY, GROUP BY, and HAVING effectively.
  • Use SQL aggregate functions including COUNT, SUM, AVG, MIN, and MAX.
  • Combine data from multiple tables using SQL JOINs.
  • Understand and use INNER JOIN, LEFT JOIN, RIGHT JOIN, and FULL JOIN.
  • Handle NULL values using COALESCE and NULLIF.
  • Use CASE expressions to implement conditional logic in SQL.
  • Write and understand SQL subqueries.
  • Create and use Common Table Expressions (CTEs).
  • Use advanced SQL Window Functions.
  • Apply ROW_NUMBER, RANK, and DENSE_RANK to real-world problems.
  • Analyze and summarize data using SQL.
  • Generate reports using SQL queries.
  • Work with PostgreSQL and understand SQL concepts applicable to MySQL and SQL Server.

How it compares

Against the other 371 rated Udemy courses in Data Analysis on CourseDuck:

  • Rating4.5 out of 5higher than 49% of them
  • Reviews239#258 of 372 by number of reviews
  • Length3.9 hoursshorter than 56% of them
  • Last updatedSeptember 2026more recently than 92% of them

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Course Description

Learn SQL from beginner to advanced with a practical, step-by-step SQL course designed to help you write real SQL queries, analyze data, work with relational databases, and build confidence using SQL.


Whether you are completely new to SQL or want to strengthen your existing SQL skills, this course takes you from the fundamentals to advanced SQL techniques through hands-on examples, exercises, and real-world database scenarios.


You will learn how to write SQL queries using SELECT, WHERE, ORDER BY, GROUP BY, and HAVING, work with aggregate functions, combine data from multiple tables using JOINs, handle NULL values, use CASE expressions, write subqueries and Common Table Expressions (CTEs), and apply powerful SQL Window Functions.


You will also work with PostgreSQL and learn SQL concepts that transfer to other relational database systems, including MySQL and SQL Server.

By the end of this course, you will be able to write complex SQL queries, analyze relational data, generate reports, work with database objects, and apply SQL to data analysis, business intelligence, database management, and real-world data problems.


What You Will Learn

This SQL course provides a complete learning path from beginner to advanced SQL.

You will learn how to:


  • Write SQL queries to retrieve data from relational databases.

  • Select, filter, sort, and transform data.

  • Work with SQL operators and expressions.

  • Use aggregate functions such as COUNT, SUM, AVG, MIN, and MAX.

  • Group and summarize data using GROUP BY and HAVING.

  • Combine data from multiple tables using SQL JOINs.

  • Work with INNER JOIN, LEFT JOIN, RIGHT JOIN, and FULL JOIN.

  • Handle NULL values using COALESCE and NULLIF.

  • Use CASE expressions for conditional logic.

  • Write and understand subqueries.

  • Create Common Table Expressions (CTEs).

  • Use advanced SQL Window Functions.

  • Work with functions such as ROW_NUMBER, RANK, and DENSE_RANK.

  • Analyze and transform data using SQL.

  • Generate useful reports from relational databases.

  • Work with PostgreSQL.

  • Understand SQL concepts applicable to MySQL and SQL Server.

  • Work with database design and relational database concepts.

  • Apply SQL to practical data-analysis problems.


Beginner to Advanced SQL

The course follows a step-by-step approach.


You will begin with the fundamentals of SQL and relational databases before progressing into more advanced SQL queries and data-analysis techniques.

Topics include SQL syntax, SELECT statements, filtering, sorting, expressions, functions, NULL values, grouping, aggregate functions, JOINs, subqueries, CTEs, Window Functions, conditional logic, regular expressions, and advanced grouping techniques.


SQL for Data Analysis

SQL is one of the most important tools for working with structured data.


Throughout the course, you will learn how to use SQL to retrieve, filter, transform, aggregate, and analyze data. These skills can be applied to data analysis, reporting, business intelligence, database programming, and many other data-related roles.



PostgreSQL, MySQL and SQL Server

The course uses PostgreSQL as an important practical database environment while teaching SQL concepts that are transferable to other relational database management systems.


You will also learn concepts relevant to MySQL and SQL Server, giving you a broader understanding of SQL across different database platforms.


Advanced SQL

As you progress through the course, you will work with advanced SQL features including:


  • Common Table Expressions (CTEs)

  • SQL JOINs

  • Subqueries

  • Window Functions

  • ROW_NUMBER

  • RANK

  • DENSE_RANK

  • CASE expressions

  • NULL handling

  • Regular expressions

  • ROLLUP

  • CUBE

  • GROUPING

  • GROUPING SETS


These techniques allow you to solve increasingly complex SQL and data-analysis problems.


Practical SQL Skills

This is a hands-on SQL course.

Rather than learning SQL only as theory, you will work through practical examples and progressively more advanced SQL queries.


The goal is to help you understand not only how SQL syntax works, but also how to use SQL to solve real-world database and data-analysis problems.


Who Is This Course For?

This course is suitable for:


  • Complete beginners who want to learn SQL.

  • Students looking for a comprehensive SQL course.

  • Developers who need SQL and database skills.

  • Data analysts learning SQL for data analysis.

  • Students preparing to work with relational databases.

  • Professionals who want to strengthen their SQL skills.

  • Learners who want to progress from beginner SQL to advanced SQL.

  • Anyone who wants practical experience writing SQL queries.


Updated for 2026

This course is regularly updated with current examples, practical exercises, and modern SQL learning content.

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Instructor Details

Bantu Ngxola

I am a Senior Developer/Data Scientist with over 18 years of experience in application and web development, data modeling, big data, and business intelligence. I’m proficient in programming languages like Java, Python, and Scala.


I am passionate about teaching and want to share my knowledge with students worldwide. I am the founder of a consulting company called xxjordan.



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Reviews

4.5

239 ratings on Udemy

Select a bar to show only those reviews.Select the bar again to show every rating.

By Udemy User on 8/13/2026

this cource is very amezing and helpful

By Reshma Begum on 4/22/2026

i cannot download the files and no insttructions how to do so on chromebook,

By Taz Martin on 1/17/2026

This SQL course was excellent. The lessons were clear, beginner-friendly, and practical, helping me understand how to work with data effectively. I learned how to write queries with confidence and actually enjoyed the process. A great course for anyone who wants to learn SQL.

By Stefano Arseni on 1/15/2026

This SQL course was extremely helpful and well-designed. The explanations were clear, and the practical exercises made it easy to apply what I learned. I now feel confident working with data and writing queries on my own. A great choice for anyone wanting to learn SQL.

By Brad Davidson on 1/14/2026

This SQL course was a fantastic introduction to working with data. The lessons were clear, concise, and easy to follow, making complex topics feel simple. I especially appreciated how the course incorporated real-world examples, making learning practical and engaging.

By Joel Granados on 1/12/2026

The lessons were simple, clear, and easy to follow, even if you’re completely new to the topic. I liked how each concept was explained with practical examples, which made it easier to see how SQL is used in real situations. Overall, this was an excellent course—beginner-friendly, well-structured, and genuinely useful.

By Brian Trail on 1/1/2026

A very useful course, especially for beginners. The lessons were clear and beginner-friendly, starting with basic commands like SELECT, and gradually moving to more advanced topics such as joins and subqueries. The examples made it easy to understand how SQL is used in real projects.

By Victor Morris on 12/2/2025

This course kept my attention from start to finish. The instructor had a great way of explaining things in a friendly and relatable tone. The visuals were helpful, the assignments were meaningful, and the overall experience was really positive. It’s one of the few courses where I didn’t feel bored or overwhelmed at any point.

By Keith MacDougall on 11/28/2025

I didn’t expect to enjoy this course as much as I did. The instructor kept every lesson interesting, even the complicated parts. The examples felt modern and relatable, which made the content much easier to connect with. I stayed engaged the entire time.

By Johnny Yu on 11/28/2025

The structure of this course was one of its biggest strengths. Each module smoothly transitioned into the next, so I always knew how the ideas were connected. It felt like the instructor really planned everything with the student experience in mind. Super well-designed.

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Overall Score : 90 / 100