Vostokov, Dmitry
Python Debugging for AI, Machine Learning, and Cloud Computing: A Pattern-Oriented Approach
- ISBN 13:
- 9781484297445
- author:
- Vostokov, Dmitry
- format:
- Paperback
- publisher:
- Apress
- language:
- English
- Publication Year:
- 2023
- Pages:
- 233
- Dimensions:
- 25.4 x 17.8 x 1.4 centimetres (0
- Genre:
- Professional & Vocational
- Condition:
- New
- Availability:
- Item usually sent within 20 working days
Description
Learn to develop robust and reliable AI, machine learning, and cloud computing software with Python debugging. This book introduces a novel pattern-oriented approach to diagnose and debug abnormal software structure and behavior.
You'll learn how to employ this approach using various debugging patterns through Python case studies that model abnormal software behavior. You'll also discover techniques specific to cloud native and machine learning environments, as well as how recent advances in AI/ML can help with Python debugging.
By the end of the book, you'll have the knowledge and tools needed to employ Python debugging in the development of AI, machine learning, and cloud computing applications. You'll learn how to diagnose common software problems, use popular IDEs and command-line debugging tools, and perform memory dump analysis and tracing.
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