Python Debugging for AI, Machine Learning, and Cloud Computing

Lingua: inglese

Editore: APress, US, 2023

148429744X / 9781484297445

Da: Rarewaves.com UK, London, Regno UnitoRarewaves.com UK

Venditore con 5 stelle

Venditore AbeBooks dal 11 giugno 2025

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Condizione: Nuovo

EUR 47,00

EUR 77,85 spedizione 
Spedito da Regno Unito a U.S.A.

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Descrizione dell’articolo da parte del venditore

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 debugging in the development of AI, machine learning, and cloud computing applications.What You Will LearnEmploy 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 loggingWho This Book Is ForSoftware developers, AI/ML engineers, researchers, data engineers, as well as MLOps and DevOps professionals. …

Codice articolo LU-9781484297445

Titolo
Python Debugging for AI, Machine Learning, and Cloud Computing
Autore
Dmitry Vostokov
Editore
APress, US
Anno di pubblicazione
2023
Condizione
New
Rilegatura
Paperback
Lingua
inglese
ISBN 10
148429744X
ISBN 13
9781484297445

Rarewaves.com UK

London, Regno Unito

Venditore con 5 stelle

Venditore AbeBooks dal 11 giugno 2025

Tariffe di spedizione da Regno Unito a U.S.A.

ArticoloDa 60 a 60 giorni lavorativiDa 60 a 60 giorni lavorativi
Primo articoloEUR 77,85EUR 119,77
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