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

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Brief Summary of Book: Python Debugging for AI, Machine Learning, and Cloud Computing: A Pattern-Oriented Approach by Dmitry Vostokov

Here is a quick description and cover image of book Python Debugging for AI, Machine Learning, and Cloud Computing: A Pattern-Oriented Approach written by Dmitry Vostokov which was published in December 30, 2023. You can read this before Python Debugging for AI, Machine Learning, and Cloud Computing: A Pattern-Oriented Approach PDF full Download at the bottom.

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. What You Will Learn Who This Book Is For Software developers, AI ML engineers, researchers, data engineers, as well as MLOps and DevOps professionals.

Python Debugging for AI, Machine Learning, and Cloud Computing: A Pattern-Oriented Approach by Dmitry Vostokov – eBook Details

Before you start Complete Python Debugging for AI, Machine Learning, and Cloud Computing: A Pattern-Oriented Approach PDF by Dmitry Vostokov Download, you can read below technical ebook details:

• Full Book Name: Python Debugging for AI, Machine Learning, and Cloud Computing: A Pattern-Oriented Approach
• Author Name: Dmitry Vostokov
• Book Genre: Non-Fiction, Tech BOOKGENRE Devices
• Series Detail:
• ISBN # 9781484297445
• ASIN # 148429744X
• Edition Language: English
• Date of Publication: December 30, 2023
• PDF File Name: Python_Debugging_for_AI_Machine_Learning_-_Dmitry_Vostokov.pdf
• PDF File Size: 7.1 MB

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