Recommended Free Tools
The best Python book depends on what you want to do next: learn programming from scratch, automate routine work, understand the language in depth, or improve an existing program’s performance. These seven titles cover those different goals. Edition details below reflect author or publisher pages available as of October 4, 2026; confirm the edition and format on the linked page before buying.
At a glance: which Python book fits your goal?
| Book | Best fit | Current edition or access detail |
|---|---|---|
| Automate the Boring Stuff with Python | Beginners who want practical automation projects | Author describes a revised third edition; free online reading is available. Author’s book page |
| A Byte of Python | Beginners seeking a direct, free introduction | Free Python 3 guide with online and downloadable formats. Author’s book page |
| Learning Python | Readers who want detailed language foundations | Sixth edition, published February 2025, covers Python 3.12. Author’s edition page |
| Programming Python | Readers looking for broader application-building examples | The 2020 roundup describes the fourth edition; a newer edition was not independently verified. O’Reilly fourth-edition listing |
| High Performance Python | Experienced Python programmers profiling or optimizing code | The roundup describes the second edition; whether it is still the latest was not verified. O’Reilly second-edition listing |
| Fluent Python | Python users seeking idiomatic, robust code | The roundup identifies the second edition. O’Reilly second-edition listing |
| Think Python | Beginners who want to learn programming concepts through Python | Third edition is available; free HTML and PDF editions are the second edition. Green Tea Press third-edition page |
Best Python books for beginners
Automate the Boring Stuff with Python by Al Sweigart
Choose this if a concrete project is more motivating than studying syntax in isolation. The book uses everyday tasks to introduce programming fundamentals, including working with files and spreadsheets, PDFs, email, web tasks, and application controls. The author says no previous programming experience is required and describes the current version as a fully revised third edition. You can read it free online at automatetheboringstuff.com; that page also links to print and ebook retailers.
Its project-first approach is especially useful if your goal is to make a repetitive computer task easier. It is less suited to someone whose immediate priority is a comprehensive language reference or performance tuning.
A Byte of Python by Swaroop C. H.
This is a straightforward option if you want a free introduction to Python 3 without first choosing a paid textbook. The author’s site provides online reading and downloadable PDF and EPUB formats, and also explains how to obtain a printed copy. Visit the author’s site for the available formats.
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- Read Before You Buy — No Video Output: These adapters support charging and USB 2.0 data transfer, but cannot transmit video signals. Except for standard USB webcams (which use USB data only), they are not compatible with HDMI/DisplayPort cables, video-capable USB-C hubs, or docking stations with video output.
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Consider it for a direct start with the language; choose a project-focused title instead if you learn best by building practical scripts as you go.
Think Python by Allen B. Downey
Think Python is a good fit if you want to understand programming ideas, not just collect Python recipes. It introduces programming through Python, emphasizing concepts and their connections. Green Tea Press lists a third edition as available at the current-edition page.
Rank #2
- 5-in-1 USB-C Hub: Experience comprehensive connectivity featuring a Power Delivery input, two USB-A 2.0 ports, a USB-A 3.0 port, and an HDMI port. (Note: The USB-C power delivery input port is only for connecting an external wall charger to power your laptop and cannot power peripheral devices.)
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- What You Get: Anker USB-C Hub (5-in-1, 4K HDMI), welcome guide, 18-month warranty, and our friendly customer service.
Green Tea Press also retains free HTML and PDF versions of the second edition. Those are useful no-cost options, but they are not the third edition; check the page carefully when selecting a format.
Books for deeper Python knowledge and application development
Learning Python by Mark Lutz
Choose Learning Python when you want a thorough tutorial and reference on the language rather than a short project sampler. The 2020 roundup discussed its fifth edition, but that edition has been superseded: the author’s edition page lists a sixth edition, published in February 2025, covering Python 3.12. See the author’s edition information for current details.
Rank #3
- Sleek 7-in-1 USB-C Hub: Features an HDMI port, two USB-A 3.0 ports, and a USB-C data port, each providing 5Gbps transfer speeds. It also includes a USB-C PD input port for charging up to 100W and dual SD and TF card slots, all in a compact design.
- Flawless 4K@60Hz Video with HDMI: Delivers exceptional clarity and smoothness with its 4K@60Hz HDMI port, making it ideal for high-definition presentations and entertainment. (Note: Only the HDMI port supports video projection; the USB-C port is for data transfer only.)
- Double Up on Efficiency: The two USB-A 3.0 ports and a USB-C port support a fast 5Gbps data rate, significantly boosting your transfer speeds and improving productivity.
- Fast and Reliable 85W Charging: Offers high-capacity, speedy charging for laptops up to 85W, so you spend less time tethered to an outlet and more time being productive.
- What You Get: Anker USB-C Hub (7-in-1), welcome guide, 18-month warranty, and our friendly customer service.
Its depth makes it a better match for readers prepared to spend time building a systematic understanding than for someone who only needs a quick first script.
Programming Python by Mark Lutz
Where Learning Python focuses on language foundations, Programming Python is oriented toward using Python to build applications. The 2020 roundup describes topics including system programming, GUIs, internet clients and servers, databases, and C integration. It identifies the fourth edition; a newer edition was not independently verified for this guide. The linked O’Reilly fourth-edition listing identifies that edition, so check its publication and availability details before purchase.
Rank #4
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Books for idiomatic code and performance
Fluent Python by Luciano Ramalho
If you already know Python’s basics and want to write code that makes better use of the language, consider Fluent Python. The roundup identifies its second edition and highlights the data model, collections, functions, objects, and typing. Those subjects make it a natural next step for improving fluency and code quality, rather than a first book for someone who has never programmed. See the O’Reilly second-edition listing for the edition referenced here.
High Performance Python by Micha Gorelick and Ian Ozsvald
Pick this when the problem is not learning Python syntax but finding out why an existing program is slow or how to improve it. The roundup describes coverage of profiling, data-structure costs, generators, numerical tools, compilers and runtimes, asynchronous I/O, multiprocessing, and deployment. It mentions a second edition; whether that remains the latest edition was not verified. Check the O’Reilly second-edition listing for its current status.
Best Value
- 5-in-1 Connectivity: Equipped with a 4K HDMI port, a 5 Gbps USB-C data port, two 5 Gbps USB-A ports, and a USB C 100W PD-IN port. Note: The USB C 100W PD-IN port supports only charging and does not support data transfer devices such as headphones or speakers.
- Powerful Pass-Through Charging: Supports up to 85W pass-through charging so you can power up your laptop while you use the hub. Note: Pass-through charging requires a charger (not included). Note: To achieve full power for iPad, we recommend using a 45W wall charger.
- Transfer Files in Seconds: Move files to and from your laptop at speeds of up to 5 Gbps via the USB-C and USB-A data ports. Note: The USB C 5Gbps Data port does not support video output.
- HD Display: Connect to the HDMI port to stream or mirror content to an external monitor in resolutions of up to 4K@30Hz. Note: The USB-C ports do not support video output.
- What You Get: Anker 332 USB-C Hub (5-in-1), welcome guide, our worry-free 18-month warranty, and friendly customer service.
Performance work should start with evidence about the program rather than assumptions about which technique is fastest. A book in this category is most useful once you can read and modify Python code and have a real workload to investigate.
How to choose the right book
- Start with your experience. If you are new to programming, begin with Automate the Boring Stuff, A Byte of Python, or Think Python. If you already write Python, look at Fluent Python or High Performance Python.
- Match the teaching style to your goal. Choose Automate the Boring Stuff for practical scripts, Think Python for conceptual foundations, and A Byte of Python for a concise free guide.
- Distinguish language depth from application examples. Learning Python is the deeper language tutorial/reference; Programming Python emphasizes applications and systems topics.
- Buy for the edition, not just the title. The edition references in older roundups can go stale. In particular, the sixth edition of Learning Python supersedes the fifth, while the author pages for Automate the Boring Stuff and Think Python identify third editions.
- Check free access before purchasing. Automate the Boring Stuff, A Byte of Python, and the second edition of Think Python have free online reading options; verify that the version and format meet your needs.
There is no single best title for every reader: the right choice is the one whose level, teaching approach, and subject match the task you want to tackle.
Quick Recap
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