Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Python Debugging for Ai, Machine Learning, and Cloud Computing: A Pattern-Oriented Approach

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

Vostokov, Dmitry

Paperback

General ComputersProbability & StatisticsProgramming

Publisher Price: $49.99

ISBN10: 148429744X
ISBN13: 9781484297445
Publisher: Apress
Published: Dec 16 2023
Pages: 233
Weight: 0.99
Height: 0.54 Width: 7.00 Depth: 10.00
Language: English

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.

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