7 FastAPI Books That Separate Experts from Amateurs

Recommended by Erico Andrei, Python Software Foundation Fellow, and other thought leaders for mastering FastAPI

Updated on June 27, 2025
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What if I told you that mastering FastAPI could dramatically speed up your development workflow and unlock new possibilities in Python web applications? FastAPI’s blend of performance and simplicity has made it a favorite for developers building APIs, microservices, and data-driven apps alike.

Erico Andrei, a Python Software Foundation Fellow and Plone Core Developer, has witnessed this shift firsthand. Praising François Voron's book on building data science applications with FastAPI, Andrei highlights how the right resources bridge the gap between theory and real-world API development, helping developers build secure, scalable systems.

While these curated books offer proven frameworks and expert insights, readers looking to address specific experience levels, background, or project goals might consider creating a personalized FastAPI book that builds on these foundations for tailored learning and application.

Erico Andrei, a Python Software Foundation Fellow and Plone Core Developer, values this book for its thorough coverage of FastAPI in data science contexts. After years of working with Python ecosystems, Andrei highlights how François Voron’s guide equips both scientists and developers to build secure, scalable APIs with confidence. "Both scientists and software developers will benefit from this book, as François Voron presents the reader with a comprehensive approach to building robust API solutions for data science and machine learning projects using Python and FastAPI," he notes. This perspective underscores the book’s role in bridging complex AI needs with practical FastAPI implementations.

Recommended by Erico Andrei

Python Software Foundation Fellow, Plone Core Developer

Both scientists and software developers will benefit from this book, as François Voron presents the reader with a comprehensive approach to building robust API solutions for data science and machine learning projects using Python and FastAPI. By covering API security, data persistence, WebSockets, automated testing and deployment, the author provides the toolset needed by readers to build their own solutions, in a reliable and scalable way.

2023·422 pages·FastAPI, Data Science, API Development, Machine Learning, Async Programming

What happens when a seasoned full stack developer and data scientist dives deep into FastAPI? François Voron, creator of the top FastAPI authentication library, delivers a detailed guide to building robust data science applications with Python. You'll learn to master async programming, secure APIs, and integrate complex AI models like object detection and text-to-image generation. For example, the book walks you through adding authentication and deploying real-time AI services, making it ideal if you want hands-on skills rather than just theory. If you’re involved in data science or software development aiming to leverage FastAPI’s latest features, this book matches your ambition and technical needs.

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Best for scalable async web apps
Malhar Lathkar is an independent developer, trainer, and author with over 30 years of experience, holding a postgraduate degree in Electronics. His background as a college lecturer and founder of a software training institute informs this book, which draws on his extensive work training thousands of professionals worldwide. This experience shapes a practical, hands-on approach to mastering FastAPI, making it accessible for Python developers eager to build robust and efficient web applications.
2023·332 pages·FastAPI, Web Development, API Design, Asynchronous Programming, Pydantic Models

Malhar Lathkar's extensive three decades in software development and training led him to author this detailed guide on FastAPI, blending his teaching experience with deep technical knowledge. You learn how to harness asynchronous programming with FastAPI, leveraging Pydantic models for request and response validation, and integrating both relational and NoSQL databases effectively. The book walks you through Python type hints, asynchronous server interfaces, and deploying FastAPI apps with modern tools like Docker and cloud services. If you're a Python developer aiming to build scalable, high-performance web applications or a computer science student seeking practical insights, this book offers a clear path without unnecessary jargon.

Published by Apress
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Best for personalized development plans
This AI-created book on FastAPI development is written specifically for you based on your background and learning goals. By sharing your current skill level and the FastAPI topics you want to focus on, you receive a tailored roadmap that guides you through the aspects most relevant to your projects. This personalized approach helps you navigate FastAPI’s complexities efficiently, ensuring you focus on what truly matters for your development journey without unnecessary detours.
2025·50-300 pages·FastAPI, FastAPI Basics, API Design, Asynchronous Programming, Data Validation

This tailored book explores FastAPI’s core concepts and advanced techniques by creating a personalized learning path that matches your background and goals. It covers key areas such as API design, asynchronous programming, data validation, security, deployment, and integration with databases and frontend tools. By focusing on your specific interests and skill level, the book reveals how to effectively build scalable, performant web APIs using FastAPI’s modern Python features. It also examines real-world scenarios and development workflows that align with your objectives, enabling you to deepen your practical understanding while progressing at your own pace.

Tailored Guide
FastAPI Optimization
3,000+ Books Created
Best for practical API recipes
Giunio De Luca, a software engineer with a PhD in numerical simulations from Paris-Saclay University, brings over 10 years of experience across diverse fields like physics and sports to this FastAPI guide. His work developing advanced algorithms and collaborating with European research labs laid the foundation for this practical book, aimed at helping you build efficient, scalable APIs and web applications using FastAPI's modern Python tools.
2024·358 pages·API Development, Web Application Development, FastAPI, Authentication, SQL Integration

Giunio De Luca's decade-long experience in software engineering and numerical simulations informs this guide to FastAPI, a Python framework designed for speed and scalability. You’ll start by setting up your environment and move through practical recipes covering RESTful APIs, SQL and NoSQL integration, authentication, and WebSocket communication. The book doesn’t just skim basics; it dives into optimizing performance and deploying production-ready applications, making it a solid choice if you want to build high-traffic, secure APIs. If you’re a Python developer eager to migrate existing apps or master advanced FastAPI features, this book offers targeted skills without unnecessary fluff.

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Best for microservices architects
Sherwin John Calleja Tragura brings over a decade of experience in Python, Java, and .NET development to this book, drawing from his extensive background managing complex software projects and corporate training. His expertise in backend frameworks and microservices informs a practical and insightful look at FastAPI, aimed at helping you build scalable, secure, and well-structured Python microservices. This book reflects his unique blend of hands-on development and teaching, designed to elevate your understanding from foundational concepts to advanced implementation.
2022·420 pages·Microservices, API, FastAPI, REST APIs, Asynchronous Programming

What started as a need to streamline Python microservices development led Sherwin John C. Tragura to craft this detailed guide on FastAPI. You learn how to build both asynchronous and synchronous REST APIs, apply microservices design patterns, and integrate relational and NoSQL databases using FastAPI's powerful features. The book walks you through dependency injection, event-driven transactions, and securing REST APIs, making complex concepts accessible with practical templates and examples. If you're an advanced Python developer or backend engineer aiming to scale applications with FastAPI, this book offers a structured path from fundamentals to advanced integrations.

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Best for intermediate API builders
Abdulazeez Abdulazeez Adeshina is a skilled Python developer and backend engineer with experience building FastAPI applications and technical writing for Auth0 and LogRocket. His background in software engineering and passion for teaching Python led him to write this book, which focuses on building fast, robust RESTful APIs using FastAPI. With practical insights from his hands-on experience, he guides you through setting up, securing, and deploying APIs efficiently, making this an invaluable resource for developers seeking to master FastAPI.
2022·216 pages·API, FastAPI, Web Development, Authentication, CRUD Operations

Abdulazeez Abdulazeez Adeshina draws from his extensive experience as a Python developer and backend engineer to guide you through building high-performance web APIs with FastAPI. You’ll learn how to set up fully functional RESTful APIs, perform CRUD operations with SQL and NoSQL databases, and implement authentication and concurrency controls. The book walks you through deploying your API locally or to the cloud, making it especially useful if you want to move beyond Flask or Django to a faster, more efficient framework. This is ideal if you have intermediate Python skills and want to apply them directly to creating robust, scalable APIs without getting bogged down in boilerplate code.

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Best for rapid skill building
This AI-created book on FastAPI development is tailored to your skill level and specific goals. It offers a personalized 30-day plan filled with daily tasks that focus on the aspects of FastAPI you want to master. By matching your background and interests, this tailored book guides you efficiently through learning steps that build both knowledge and confidence. It’s designed to help you quickly gain practical experience without sifting through unrelated material.
2025·50-300 pages·FastAPI, FastAPI Basics, API Design, Asynchronous Programming, Pydantic Models

This tailored book offers a dynamic 30-day journey designed to accelerate your FastAPI skills through focused, daily tasks. It explores the essential concepts of FastAPI development, from core API design principles to asynchronous programming and deployment techniques. The content is crafted specifically to match your background and objectives, providing a personalized pathway that traverses foundational topics and progressively tackles more advanced features. By concentrating on your interests and goals, this book reveals a clear, step-by-step progression to help you build confidence and practical expertise rapidly. The tailored approach ensures that every chapter aligns with what you need to master FastAPI efficiently, making complex content accessible and engaging.

Tailored Guide
Rapid Skill Advancement
1,000+ Happy Readers
Best for Python devs transitioning
Bill Lubanovic, a veteran developer with over forty years specializing in Linux, web, and Python technologies, wrote this book after successfully using FastAPI to rewrite a large biomedical research API. His deep experience and firsthand adoption of FastAPI for new projects provide a solid foundation, making this guide especially valuable for developers looking to leverage FastAPI’s modern Python features effectively.
2023·277 pages·Web Development, API Development, Python, FastAPI, Asynchronous Programming

Bill Lubanovic brings over four decades of software development expertise to this focused guide on FastAPI, a modern Python framework that emphasizes speed and simplicity. You’ll explore how to harness new Python 3.8+ features like type annotations, and understand the critical differences between synchronous and asynchronous programming within FastAPI. The book offers concrete how-to sections on integrating databases, handling forms, and working with external APIs, moving beyond basics into practical application. If you're already comfortable with Python and familiar with frameworks like Flask or Django, this book guides you through FastAPI’s unique features, helping you write cleaner, more efficient web services.

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Best for full stack project builders
DQ Choi is a startup enthusiast and data engineer with a background in statistics and computer science from Seoul National University. Inspired by his Silicon Valley programmer uncle, he founded companies and advises startups, combining practical industry experience with technical knowledge. His book guides you through building a movie recommendation system using Python and React, reflecting his passion for empowering developers to create impactful products independently.
2023·110 pages·FastAPI, Recommender System, Software Development, Web Development, Recommender Systems

Drawing from his combined expertise in statistics, computer science, and real-world startup experience, DQ Choi offers a practical guide to building a movie recommendation system from scratch. You’ll learn to harness Python libraries like pandas and implicit for data processing and collaborative filtering, then integrate these with React for a full stack application. The book goes beyond coding, showing how to deploy your project via Fly.io and Cloudflare, and even offers career insights from Choi’s roles advising startups and working as a data engineer. Whether you want to deepen your web development skills or create a standout portfolio piece, this book lays out clear, example-driven steps to get there.

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Conclusion

The collection of FastAPI books here covers a broad spectrum—from data science applications and asynchronous programming to microservices and full stack projects. If you're navigating the complexities of API security and scalability, starting with François Voron's guide on data science applications will ground you in practical essentials.

For rapid implementation of high-performance web apps, combining Malhar Lathkar's asynchronous programming insights with Giunio De Luca's API recipes can accelerate your progress. Meanwhile, those aiming to architect microservices will find Sherwin John C. Tragura's detailed approach invaluable.

Alternatively, you can create a personalized FastAPI book to bridge the gap between general principles and your specific situation. These books can help you accelerate your learning journey, empowering you to build robust, efficient FastAPI applications that meet real-world demands.

Frequently Asked Questions

I'm overwhelmed by choice – which book should I start with?

Start with "Building Data Science Applications with FastAPI" by François Voron. It offers a thorough foundation, especially if you're interested in practical API development combined with data science concepts.

Are these books too advanced for someone new to FastAPI?

Not at all. While some books target intermediate to advanced users, titles like "High-Performance Web Apps with FastAPI" provide clear explanations ideal for those building their first scalable FastAPI projects.

What's the best order to read these books?

Begin with foundational guides like Voron's and Lathkar's books, then explore specialized topics such as microservices or full stack development to deepen your expertise.

Do I really need to read all of these, or can I just pick one?

You can pick based on your focus: choose practical recipe books for hands-on coding or architectural guides if you’re designing complex systems. Combining a couple offers broader insight.

Which books focus more on theory vs. practical application?

Voron's and Tragura's books balance theory with implementation, while "FastAPI Cookbook" and "Build Your Own Netflix with Python and React" lean heavily on practical, project-based learning.

Can I get FastAPI learning tailored to my needs?

Yes! While these expert books provide solid frameworks, you can also create a personalized FastAPI book tailored to your skill level, interests, and goals for focused, efficient learning.

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