Python Debugging for AI, Machine Learning, and Cloud Computing (Paperback)

Lingua: inglese

Editore: APress, Berkley, 2023

148429744X / 9781484297445

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Da: Grand Eagle Retail, Bensenville, IL, U.S.A.Grand Eagle Retail

Venditore con 5 stelle

Venditore AbeBooks dal 12 ottobre 2005

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Descrizione dell’articolo da parte del venditore

Paperback. 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, youll learn to use various debugging patterns through Python case studies that model abnormal software behavior. Youll 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. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.…

Codice articolo 9781484297445

Titolo
Python Debugging for AI, Machine Learning, and Cloud Computing (Paperback)
Autore
Dmitry Vostokov
Editore
APress, Berkley
Anno di pubblicazione
2023
Condizione
new
Rilegatura
Paperback
Lingua
inglese
ISBN 10
148429744X
ISBN 13
9781484297445
Edizione
prima edizione

Grand Eagle Retail

Bensenville, IL, U.S.A.

Venditore con 5 stelle

Venditore AbeBooks dal 12 ottobre 2005

Tariffe di spedizione nazionale per U.S.A.

ArticoloDa 6 a 14 giorni lavorativiDa 6 a 16 giorni lavorativi
Primo articoloEUR 0,00EUR 0,00
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