Python 3.14 From Fundamentals to Real-World Projects Web Development, Data Science, and Advanced Techniques

Python 3.14: From Fundamentals to Real-World Projects: Web Development, Data Science, and Advanced Techniques
English | October 15, 2026 | ASIN: B0HN5PWJ6G | 579 pages | Epub | 430.28 KB
Learn Python the modern way - from your first line of code to real-world projects.Python 3.14 is one of the most significant releases in years: an officially supported free-threaded build that runs without the Global Interpreter Lock, template strings (t-strings), deferred evaluation of annotations, remote debugging and a faster interpreter. This book teaches the language as it is today, with every example written and checked for Python 3.14.What you will learnThe fundamentals: variables, data types, flow control, loops, functions and modular programming, explained from scratch for absolute beginners.Data structures and object-oriented programming: lists, tuples, dictionaries, sets, classes, inheritance, magic methods and protocols.Advanced Python: decorators, generators, context managers, descriptors, metaclasses, concurrency, memory management and the new free-threaded build.Robust code: exception handling (including ExceptionGroup and except*), file and resource management, and working with JSON, pickle and TOML.The ecosystem: the standard library, packaging, and modern tooling such as uv and pyproject.toml.Web development: building applications with Django and Flask - views, templates, forms, security, ORMs and API endpoints.Data science and machine learning: Pandas, data cleaning and visualization, scikit-learn, and an introduction to deep learning with TensorFlow and Keras. Appendices you will keep coming back toWhat's new in Python 3.12 to 3.14, chapter by chapterA quick guide to uvA migration checklist for moving existing projects to Python 3.14A Python syntax cheat sheetA glossary of technical terms and a list of resources for going further Who is this book for?Beginners who want a complete, structured path into Python; self-taught developers who want to fill the gaps; and experienced programmers coming from other languages or from older versions of Python who want a clear picture of what has changed and how to use it.About the authorFranky Bonanno is a software developer and entrepreneur based in Catania, Sicily, with more than twenty years of experience in IT. He builds and maintains software platforms in Python and Django.