| 书目名称 | Python Debugging for AI, Machine Learning, and Cloud Computing | | 副标题 | A Pattern-Oriented A | | 编辑 | Dmitry Vostokov | | 视频video | | | 概述 | Covers diagnostics in AI/ML and cloud environments, such as crashes, hangs, CPU, and memory consumption.Teaches Python code interaction with Windows and Linux necessary for effective diagnostics and d | | 图书封面 |  | | 描述 | .This book is for those who wish to understand how Python debugging is and can be used to develop robust and reliable AI, machine learning, and cloud computing software. It will teach you a novel pattern-oriented approach to diagnose and debug abnormal software structure and behavior...The book begins with an introduction to the pattern-oriented software diagnostics and debugging process that, before performing Python debugging, diagnoses problems in various software artifacts such as memory dumps, traces, and logs. Next, you’ll learn to use various debugging patterns through Python case studies that model abnormal software behavior. You’ll also be exposed to Python debugging techniques specific to cloud native and machine learning environments and explore how recent advances in AI/ML can help in Python debugging. Over the course of the book, case studies will show you how to resolve issues around environmental problems, crashes, hangs, resource spikes, leaks, and performancedegradation. This includes tracing, logging, and analyzing memory dumps using native WinDbg and GDB debuggers. ..Upon completing this book, you will have the knowledge and tools needed to employ Python debuggin | | 出版日期 | Book 2024 | | 关键词 | Python diagnostics; Python troubleshooting; Python debugging; Python internals; Python performance analy | | 版次 | 1 | | doi | https://doi.org/10.1007/978-1-4842-9745-2 | | isbn_softcover | 978-1-4842-9744-5 | | isbn_ebook | 978-1-4842-9745-2 | | copyright | Dmitry Vostokov 2024 |
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发表于 2025-3-21 17:44:08
