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Once you've mastered the basics of Python, how do you skill up to the top 1%? How do you focus your learning time on topics that yield the most benefit for production engineering and data teams—without getting distracted by info of little real-world use? This book answers these questions and more. Based on author Aaron Maxwell's software engineering career in Silicon Valley, this unique book focuses on the Python first principles that act to accelerate everything else: the 5% of programming knowledge that makes the remaining 95% fall like dominos. It's also this knowledge that helps you become an exceptional Python programmer, fast. Learn how to think like a Pythonista: explore advanced Pythonic thinking Create lists, dicts, and other data structures using a high-level, readable, and maintainable syntax Explore higher-order function abstractions that form the basis of Python libraries Examine Python's metaprogramming tools for priceless patterns of code reuse Master Python's error model and learn how to leverage it in your own code Learn the more potent and advanced tools of Python's object system Take a deep dive into Python's automated testing and TDD Learn how Python logging helps you troubleshoot and debug more quickly
This book guides experienced Python programmers to master the core principles that unlock advanced proficiency and efficiency. Based on Aaron Maxwell's Silicon Valley software engineering experience, it identifies the critical 5% of Python knowledge that significantly accelerates learning and application, enabling readers to become exceptional programmers quickly. The book focuses on advanced Pythonic thinking, efficient data structure creation, higher-order function abstractions, metaprogramming tools, error model leverage, potent object system features, automated testing and TDD, and effective logging for debugging.
This book is positioned as a guide for intermediate to advanced Python developers seeking to elevate their skills beyond the basics, focusing on principles that enhance production engineering and data team effectiveness. The content emphasizes practical application and efficiency, drawing from real-world Silicon Valley experience to distill essential programming knowledge. It aims to provide a framework for understanding and implementing advanced Python concepts that accelerate overall development and problem-solving capabilities.
Page Count:
200
Publication Date:
2024-11-08
Publisher:
"O'Reilly Media, Inc."
ISBN-10:
1098175670
ISBN-13:
9781098175672
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