Python Debugging for AI, Machine Learning, and Cloud Computing Book Reviews
Python Debugging for AI, Machine Learning, and Cloud Computing by Dmitry Vostokov Book Summary
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 performance degradation. This includes tracing, logging, and analyziing memory dumps using native WinDbg and GDB debuggers.
Upon completing this book, you will have the knowledge and tools needed to employ Python debugging in the development of AI, machine learning, and cloud computing applications.
You will:
Employ a pattern-oriented approach to Python debugging that starts with diagnostics of common software problemsUse tips and tricks to get the most out of popular IDEs, notebooks, and command-line Python debuggingUnderstand Python internals for interfacing with operating systems and external modulesPerform Python memory dump analysis, tracing, and logging
Book Name | Python Debugging for AI, Machine Learning, and Cloud Computing |
Genre | Programming |
Author | Dmitry Vostokov |
Published | 15 December 2023, Friday |
Language | English |
E-Book Size | 8.48 MB |
Python Debugging for AI, Machine Learning, and Cloud Computing (Dmitry Vostokov) Book Reviews 2024
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Download Link | Book Format |
python-debugging-for-ai-machine-learning-ebook.pdf | |
python-debugging-for-ai-machine-learning-ebook.epub | EPUB |
python-debugging-for-ai-machine-learning-ebook.kindle | KINDLE |
Python Debugging for AI, Machine Learning, and Cloud Computing E-book (PDF, PUB, KINDLE) Download
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Summary of Python Debugging for AI, Machine Learning, and Cloud Computing by Dmitry Vostokov
The Python Debugging for AI, Machine Learning, and Cloud Computing book written by Dmitry Vostokov was published on 15 December 2023, Friday in the Programming category. A total of 178 readers of the book gave the book 0 points out of 5.
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