Thursday, April 23, 2026

The Data Engineer's Reading List for 2026 (10 SQL Books that Matter)

Hello guys, SQL (Structured Query Language) is one of the most essential skills of a programmer. I would rate this skill similar to UNIX if you are a professional programmer because it doesn't matter whether you are JavaC++, or a .NET developer, you are bound to write SQL queries. Since a database is an integral part of any modern Java or Web application, the Interviewer always preferred candidates with excellent SQL skills. Now, the big question comes, how a programmer can learn SQL? Does just knowing how to query a table is enough? If you remember, insert, update, delete, and select, then are you a competent SQL programmer?

What about indexes, query plans, triggers, views, stored procedures, and other advanced SQL concepts? What about writing complex queries involving joinssubqueries, derived tables, etc.? Well, all those are very important to be a competent full-stack developer.

I started learning SQL from my college days, and I am hooked to it because of its simplicity and power. I also found writing SQL queries exciting and challenging, similar to solving programming puzzles, but my SQL skills don't improve a lot for a long time, Why? Because I was satisfied with the limited knowledge of insert, update, delete, and select.

 I knew how to join multiple tables, and I thought I knew the whole SQL. Well, I was wrong, and my misconception hit severely when I started working on a project involving Murex, which has a vast database in Sybase with hundreds of tables, stored procedures, and other database objects.

At that time, I started learning advanced SQL, particularly Sybase and SQL Server. My quest also results in lots of good books to learn SQL, database design, normalization, and improve your SQL query skills, and this article is a collection of such books.

Though I have a separate collection of database-specific books, like books, to learn SQL Server, Sybase, or Oracle, I am only sharing books to learn generic and standard SQL, which applies to all relational databases, also known as ANSI SQL in this article. I'll write separate articles about SQL Server and Oracle books.

If you want to learn quickly, you can also combine these books with some of the comprehensive and engaging online SQL courses like The Complete SQL Bootcamp by Jose Pottila on Udemy. It's an incredible course full of useful information and practical tips to learn and master SQL very quickly.





And, if you are preparing for interview then you can also checkout my book, Grokking the SQL Interview, you can also use code friends30 to get 30% OFF. 


10 Best Books to learn SQL and Database for Beginners in 2026

It doesn't matter whether you are a beginner programmer, just started your software development career or an experienced software professional with years of experience, you will find some of the books refreshing. You will learn a lot in terms of SQL concepts, database design, and SQL query skills.

So, what are we waiting for? Let's start with this list.

1. Head First SQL

This is the best book for any SQL beginners. I like the Head First style for their innovative teaching with diagrams, fireside chats, puzzles, explanations, and highlight the most important concepts.

I have been recommending this book to beginner programmers for years, and they always thank me for that. You can use this book for theory, for example, and understanding fundamental concepts of SQL, like Joins, Subqueries, Normalization, and a little bit of database design.

If you are an active learner like me then you can also combine this book with The Complete SQL Bootcamp: Go From Zero To Hero course by Jose Portilla on Udemy which is full of hands-on SQL exercises and lectures. It's also very affordable and you can buy this course for just %9.9 on Udemy sales which happen every now and then.

The Best book to learn SQL


2. SQL All-in-One For Dummies

The third edition of "SQL All-in-One For Dummies" by Allen G. Taylor stands as a comprehensive resource with a stellar rating of 4.6 out of 5 from 920 ratings. Geared towards a wide audience, from database administrators to application programmers, this book provides clear and concise explanations of the SQL language and its diverse applications within relational databases. 

In a rapidly evolving landscape where businesses are transitioning from spreadsheets to SQL databases like Access, Microsoft SQL Server, Oracle databases, MySQL, and PostgreSQL, this edition serves as a one-stop shop for anyone involved in designing, developing, and maintaining these databases. 

The book addresses the challenges that may arise in SQL database creation and management, keeps readers informed about the latest SQL updates and capabilities, and serves as a valuable reference for querying SQL-based databases in the SQL language.

 Emphasizing the significance of relational databases in today's organizations, "SQL All-In-One For Dummies" offers timely and detailed insights for those seeking a robust understanding of SQL databases and queries. 

A newer edition is also coming which means the book remains up-to-date, reflecting the dynamic nature of SQL technology. If you need active learning, you can also combine this book with the Complete Intro to SQL & PostgreSQL by Brian Holt  course , its a nice SQL course for beginners. "Learning SQL: Generate, Manipulate, and Retrieve Data, 3rd Edition" by Alan Beaulieu has earned a commendable rating of 4.6 out of 5 from 465 ratings, making it a well-received resource in the field of SQL education. 

In this latest edition, Beaulieu guides developers through the essentials of SQL, providing a solid foundation for writing database applications, executing administrative tasks, and generating reports. As organizations grapple with the influx of data, SQL emerges as a vital tool, and this guide equips developers to harness its power effectively. 

The book covers SQL basics and delves into advanced features, including new chapters on SQL and big data, analytic functions, and working with very large databases. Each chapter is designed as a self-contained lesson, featuring numerous illustrations and annotated examples to facilitate understanding. The inclusion of exercises enables readers to practice and reinforce the skills they acquire. 

The book also emphasizes the importance of SQL knowledge for interacting with data, making it an essential resource for those looking to leverage the language's power and flexibility. 

Whether you are a beginner or seeking to enhance your SQL proficiency, "Learning SQL" provides a comprehensive and practical guide to navigating SQL concepts and techniques, and if you need a course, you can also combine this with the SQL for Newbs: Data Analysis for Beginners course on Udemy. 



4. SQL Antipatterns

To be successful, it's not just essential to do the right things, but it is also necessary to avoid mistakes that can hamper your success. This universal truth is also applicable to SQL. It's just not enough to know all the best practices in the SQL world and keep repeating silly mistakes like using SELECT * query or having duplicate columns.

This book will help you to avoid the common mistake every SQL developer makes. If you don't know about SQL mistakes, it's also an excellent book to learn about them. Again, one of the must-read SQL books for programmers who are serious about improving their SQL and database design skills.

If you are learning SQL for data science then I also suggest you check out this SQL for Data Science course on Udemy which will teach you how to understand and write large queries which you often need while working with real-world data.

Best book to learn SQL design and schema




5. SQL Puzzles and Answers by Joe Celko

I didn't know about this book until last year, but ever since I come to know about it, I just fall in love. It's a great book to improve your SQL query skills. I always like to solve SQL query-based problems because they are also an excellent exercise for your mind, and this book is full of such issues.

The book is really advanced, and some of the problems are tough even for seasoned SQL programmers. Even though you will solve the problem, a good chance is that you will also learn a new way to answer the same question by reading explanations.

In short, one of the best SQL books for experienced programmers who want to improve their SQL query skills.

Good book to learn SQL Queries





6 . Beginning SQL queries

This is another beginner book, probably for the absolute beginner who doesn't know how to write SQL queries. As the title suggests, this book will help you not only to write SQL queries but also to write correct SQL queries and help you to become a professional SQL developer. Not a must-read, but a good SQL book for beginners.

Beginners book to learn SQL queries




7. SQL Performance Explained by Markus Winand

If I say that whatever I know about SQL indexes is due to this book, then it won't be wrong. I had a lot of misconceptions about database indices and didn't know how their order can affect performance.

I didn't even know what is table scan, index scan is, and index seeks, and, in general, how does index works in SQL in detail until to learn how indexing work and how they affect query performance.

This is an excellent book from Markus Winand, and I thank him a lot for explaining such an essential topic in great detail. One of the must-read SQL books for every programmer.

Best book to learn SQL index and performance



8. SQL Cookbook: Query Solutions and Techniques for Database Developers

The SQL Cookbook: Query Solutions and Techniques for Database Developers (Cookbooks (O’Reilly)) 1st Edition by Anthony Molinaro is another fantastic book for experienced programmers and anyone who codes SQL for a living.

I really like what this book says about SQL, that “SQL is a deceptively simple language,” and many programmers and DBAs don’t go far beyond the simple CRUD statements like SELECT, INSERT, UPDATE, etc. DELETE. Still, it is so much you can do with SQL; this is where SQL Cookbook helps you.

It will teach you how to take your SQL skills to the next level by using author Anthony Molinari’s favorite SQL techniques and features.

You will learn about advanced SQL concepts like window functions, powerful, database-specific features such as SQL Server’s PIVOT and UNPIVOT operators, the Oracle’s MODEL clause, and PostgreSQL’s handy GENERATE_SERIES function.

best SQL book for beginners


9. SQL Performance Tuning by Peter Gulutzan and Trudy Pelzer

Knowing to write SQL queries is one thing and writing SQL queries that are fast and gives high-performance is another skill. This is also the skill that separates beginners from experienced programmers.

This book provides many practical tips for improving SQL performance on all of the major database systems.

It does not teach you the SQL syntax and how to use a particular SQL command but instead helps you understand the differences between the major DBBS, including the big three, OracleSQL Server, and MySQL.

In this book, the author presents several practical tips to improve SQL performance across databases. This book will be a great asset if you deal with different database implementations, whether you are a programmer, consultant, DBA, or technical end-user.

best book to learn SQL performance Tuning

The tips given in this book can help you to decide which tuning techniques will work for which database. One trick that gives better performance in SQL Server doesn’t need to give you the best performance in Oracle.


10. SQL in Nutshell

The SQL in a Nutshell, 3rd edition by Kevin Kline, Daniel Kline, and Brand Hunt, is an essential reference for programmers, analysts, and database administrators (DBAs).

This book offers a great cross-platform syntax reference for SQL. It probably is not the easiest reference to find the exact syntax for one particular DBMS, but it is absolutely the best reference for those who work with multiple DBMSs.

best SQL books for beginners and experienced programmers

By the way, If you are learning SQL to become a Data Scientists, then I also recommend you check out the SQL for Data Science Course offered by UCDAVIS University of California on Coursera.


That's all in this list about 10 Best books to learn and master SQL. To be honest, it's easy to learn SQL, but it's tough to master it; that's why the last two books SQL Performance Explained and SQL Anti-Patterns are significant for both SQL developer and Java/C# developers who deal with databases and SQL.



Other Books and Courses Recommendations for Programmers
  • 10 Algorithm books for Programmers and Software engineers (see here)
  • 7 Free Courses to learn SQL and Database for Beginners (courses)
  • 5 Books to improve your Coding Skill (see here)
  • 10 Courses to learn Data Structure and algorithms (classes)
  • 10 Books Every Programmer Should Read (see here)
  • My Favorite courses to learn MySQL database (courses)
  • 10 Tips and 101 Problems to Crack Coding Interviews (tips)
  • 5 Books to learn Java 8 and Functional Programming (see here)
  • My favorite free courses to learn Java in-depth (courses)
  • 5 Books to prepare Programming/Coding Interviews (see here)
  • 10 Courses to Crack Programming Job Interviews (courses)
  • 5 Books to learn Concurrent programming and multi-threading (see here)
  • Top 5 Courses to learn Java Concurrency in-depth (courses)
  • 6 Books to learn Hibernate framework for Java developers (see here)
  • 5 books to learn Spring framework for Java developers (see here)
  • 5 of the Best courses to learn Spring Boot (courses)

Thanks for reading this article so far. If you like these best SQL and Database books, then please share them with your friends and colleagues. If you have any questions or feedback, then please drop a note.

P.S. - Along with books, online training courses on platforms like Udemy, Coursera, and Pluralsight are also useful to learn fundamentals and build skills. If you need some excellent classes to learn SQL and Database, I suggest you check this list of Top 5 SQL Courses for Programmers on HackerNoon to level up your SQL skill and learn new tricks to do well on your day-to-day job.

    Wednesday, April 22, 2026

    7 Best Udemy Courses to Learn Spring AI in 2026

    Top 7 Udemy Courses to Learn Spring AI

    Hello guys, Artificial Intelligence is no longer a domain reserved for Python developers or machine learning experts.

    Thanks to tools like Spring AI, Java developers can now build intelligent applications with powerful large language models (LLMs)retrieval-augmented generation (RAG)agentic workflows, and multimodal inputs , all using the familiar Spring Boot ecosystem.

    In 2026, knowing how to integrate AI into your Java stack isn’t just nice-to-have, it’s a strategic career move.

    Whether you’re an enterprise engineer, a solo developer, or someone working on cutting-edge GenAI apps, learning Spring AI will let you bring LLMs like GPT, Claude, and Ollama directly into your Java codebase.

    To help you get started, I’ve curated the 7 best Udemy courses to learn Spring AI in 2026. These courses range from beginner-friendly tutorials to advanced projects involving autonomous agents and multi-modal interfaces.

    7 Best Udemy Courses to learn Spring AI in 2026

    Without any further ado, here are the best online courses you can join to learn Spring AI on Udemy in 2026. These courses are for both beginners and experienced developers who are looking ways to integrate LLM and AI capabilities in Java applications.

    1. Spring AI: Beginner to Guru (Udemy)

    If you are just starting with both AI and Spring AI then this is one of the best AI course for Java developers.

    Created by one of my favorite Spring teacher and instructor John Thompson this course is built in the same spirit as the popular “Spring Boot: Beginner to Guru,” one of the most popular course to learn Spring Boot.

    This Spring AI edition teaches you how to connect your Spring Boot applications with OpenAI’s GPT models. The course is the ultimate starting point for any Java developer looking to break into AI.

    You’ll learn how to:

    • Set up Spring AI in a Java app
    • Build conversational apps using ChatGPT
    • Integrate prompt engineering
    • Handle structured outputs and tokens

    Highly recommended if you’re new to LLMs and want to start slow with solid fundamentals. Talking about social proof, more than 6,351 students have already joined this course and it has got amazing rating.

    Here is the link to join this course — — Spring AI: Beginner to Guru

    2. Mastering Spring AI: Build AI with Java (Udemy)

    Bestseller | 774 students

    If you’ve already got a few Spring Boot projects under your belt, this intermediate course will help you apply Spring AI in real-world enterprise apps.

    What makes this course stand out is its emphasis on enterprise-grade architecture:

    • Model chaining
    • Prompt templating
    • Multi-model switching (OpenAI, HuggingFace, Ollama)
    • Managing context and memory

    This is one of the most hands-on, practical courses for Java engineers working on production software.

    Here is the link to join this course — Mastering Spring AI: Build AI with Java

    3. Spring AI for Beginners: Build GenAI LLM Apps in Easy Steps

    Highest Rated | 1,511 students

    If you like step-by-step instructions, minimal fluff, and practical walkthroughs — — this course is for you. Created by one of my favorite author Bharath Thippireddy, this is a great hands-on course to learn Spring AI in 2026.

    You’ll learn:

    • How to make your first LLM-powered Spring Boot app
    • Connect OpenAI/GPT APIs
    • Build a small chatbot and content generator
    • Avoid common pitfalls when integrating AI with Java

    It’s short, clear, and highly rated by learners who are starting from scratch.

    Here is the link to join this course — Spring AI for Beginners: Build GenAI LLM Apps in Easy Steps

    4. Master Generative AI with Java and Spring Boot | Spring AI

    This is another Udemy course you can join to learn Spring AI in 2026. This course is great for understanding the full development lifecycle of AI apps using Java and Spring Boot. It covers:

    • Prompt design
    • API integration
    • Memory management
    • LLMOps and continuous improvement

    You’ll work with OpenAI and HuggingFace models, use Spring configuration best practices, and get exposure to versioning your AI stack for updates.

    Talking about social proof, more than 3,333 students have already joined this course and it has got on average 4.3 rating which is great.

    Here is the link to join this course— Master Generative AI with Java and Spring Boot | Spring AI

    5. Build AI Apps with Spring AI, OpenAI, Ollama & Spring Boot

    One of the most exciting trends in 2026 is multimodal AI — — where models don’t just handle text but also images, PDFs, and tabular data. This Udemy course introduces that by:

    • Using Ollama for lightweight on-device LLMs
    • Building RAG pipelines
    • Implementing tool-calling and vector search
    • Generating responses based on uploaded documents

    It’s hands-on and ideal for developers building private AI apps or internal tools.

    Here is the link to join this course — Build AI Apps with Spring AI, OpenAI, Ollama & Spring Boot

    6. Spring AI: Creating Workflows, Agents and Parsing Data (Udemy)

    Hot & New | 673 students

    This is one of the few Udemy courses focused entirely on building agentic workflows in Java.

    Topics include:

    • Creating autonomous agents using Spring AI
    • Workflow orchestration with memory, tools, and decision trees
    • Parsing structured and semi-structured data
    • Running agent pipelines end-to-end

    If you’re interested in using LangGraph-like capabilities or building AutoGPT-style apps in Java, this course will get you there faster.

    Here is the link to join this course — Spring AI: Creating Workflows, Agents and Parsing Data

    7. Spring AI — GenAI with Telusko (Udemy)

    If you are looking for a Spring AI course which also cover Generative AI then this course is for you. Telusko or Navin Reddy is one of the most popular YouTube instructors in the Java space, and in this course, he dives into:

    • Using Spring AI with OpenAI, Ollama, and vector DBs
    • Building AI-powered Spring Boot apps from scratch
    • Creating multi-modal, chat-enabled web applications
    • Combining RAG, embeddings, and local models

    It’s new, relevant, and very approachable for those who like project-driven learning. Talking about social proof, this is a new course but more than 1,015 students have already joined the course and it has got 4.9 out of 5 rating which is amazing.

    Here is the link to join this course — Spring AI— GenAI with Telusko

    Conclusion

    That’s all about the 7 best Udemy courses to learn Spring AI in 2026. Spring AI is quickly becoming the go-to toolkit for Java developers building AI-native applications in 2026.

    With seamless integration with OpenAI, HuggingFace, Ollama, and emerging frameworks like LangGraph, it allows developers to stay in the Java ecosystem while working on cutting-edge GenAI projects.

    Whether you’re starting from scratch or want to build enterprise-grade AI agents, these top 7 Udemy courses will accelerate your learning, save hours of trial and error, and help you master the future of Java development.

    By the way, if you want to join multiple course on Udemy, its may be worth getting a Udemy Personal Plan, which will give instant access of more than 11,000 top quality Udemy courses for just $30 a month.

    If you got a lot of time and want to save money, Udemy Personal Plan will be perfect for you.

    Let’s build the future, one AI agent at a time.

    Other AI and Cloud Computing Resources you may like

    Thanks for reading this article so far. If you find these Udemy Courses for learning Spring AI from scratch, including tools and libraries then please share with your friends and colleagues. If you have any questions or feedback, then please drop a note.

    P. S. — If you want to learn from books and looking for best AI and LLM Books then I highly recommend you to read AI Engineering by Chip Huyen and The LLM Engineering Handbook by Paul Iusztin and Maxime Labonne, both of them are great books and my personal favorites. They are also highly recommend on Redditt and HN.