Python Debugging for AI, Machine Learning, and Cloud Computing: A Pattern-Oriented Approach

Dmitry Vostokov

ISBN 10: 8868807289 ISBN 13: 9788868807283

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New.SoftCover International edition. Different ISBN and Cover image but contents are same as US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. Bestandsnummer des Verk�ufers ABEJUNE24-414404

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Titel: Python Debugging for AI, Machine Learning, ...
Einband: Softcover
Zustand: Brand New
Auflage: Internationale Ausgabe

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Python Debugging for Ai, Machine Learning, and Cloud Computing: A Pattern-Oriented Approach

Dmitry Vostokov

Verlag: APRESS, 2023

ISBN 10: 148429744X ISBN 13: 9781484297445

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Zustand: Hervorragend. Zustand: Hervorragend | Sprache: Englisch | Produktart: B�cher | 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, yo�ll learn to use various debugging patterns through Python case studies that model abnormal software behavior. Yo�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 Learn Employ a pattern-oriented approach to Python debugging that starts with diagnostics of common software problems Use tips and tricks to get the most out of popular IDEs, notebooks, and command-line Python debugging Understand Python internals for interfacing with operating systems and external modules Perform Python memory dump analysis, tracing, and logging Who This Book Is For Software developers, AI/ML engineers, researchers, data engineers, as well as MLOps and DevOps professionals. Bestandsnummer des Verk�ufers 42083657/1

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Python Debugging for Ai, Machine Learning, and Cloud Computing: A Pattern-Oriented Approach

Dmitry Vostokov

Verlag: APRESS, 2023

ISBN 10: 148429744X ISBN 13: 9781484297445

Gebraucht Softcover

Anbieter: Buchpark, Trebbin, Deutschland

Verk�uferbewertung 5 von 5 Sternen

Zustand: Sehr gut. Zustand: Sehr gut | Sprache: Englisch | Produktart: B�cher | 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, yo�ll learn to use various debugging patterns through Python case studies that model abnormal software behavior. Yo�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 Learn Employ a pattern-oriented approach to Python debugging that starts with diagnostics of common software problems Use tips and tricks to get the most out of popular IDEs, notebooks, and command-line Python debugging Understand Python internals for interfacing with operating systems and external modules Perform Python memory dump analysis, tracing, and logging Who This Book Is For Software developers, AI/ML engineers, researchers, data engineers, as well as MLOps and DevOps professionals. Bestandsnummer des Verk�ufers 42083657/2

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Python Debugging for AI, Machine Learning, and Cloud Computing: A Pattern-Oriented Approach

Vostokov, Dmitry

Verlag: Apress, 2023

ISBN 10: 148429744X ISBN 13: 9781484297445

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paperback. Zustand: Fine. Bestandsnummer des Verk�ufers mon0003777302

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Python Debugging for AI, Machine Learning, and Cloud Computing: A Pattern-Oriented Approach

Vostokov, Dmitry

Verlag: Apress, 2023

ISBN 10: 148429744X ISBN 13: 9781484297445

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Zustand: Very Good. Most items will be dispatched the same or the next working day. A copy that has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged. Bestandsnummer des Verk�ufers wbs3736655653

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Python Debugging for Ai, Machine Learning, and Cloud Computing : A Pattern-oriented Approach

Vostokov, Dmitry

Verlag: Apress, 2023

ISBN 10: 148429744X ISBN 13: 9781484297445

Neu Softcover

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Zustand: New. Bestandsnummer des Verk�ufers 46747598-n

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Python Debugging for Ai, Machine Learning, and Cloud Computing: A Pattern-Oriented Approach (Paperback or Softback)

Vostokov, Dmitry

Verlag: Apress 12/16/2023, 2023

ISBN 10: 148429744X ISBN 13: 9781484297445

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Paperback or Softback. Zustand: New. Python Debugging for Ai, Machine Learning, and Cloud Computing: A Pattern-Oriented Approach. Book. Bestandsnummer des Verk�ufers BBS-9781484297445

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