Dmitriy Vostokov's book, "Python Debugging for AI, Machine Learning, and Cloud Computing," is an essential desktop reference for developers working in the fields of artificial intelligence, machine learning, and cloud computing. This edition offers an in-depth exploration into debugging methods specific to complex computing environments and large data volumes.
This publication is considered an indispensable resource for anyone looking to deepen their knowledge and skills in debugging complex systems. By mastering the techniques presented, you will significantly enhance the quality and reliability of your software solutions. Don't miss your chance to become a master of debugging—download the book "Python Debugging for AI, Machine Learning, and Cloud Computing" PDF today.
What’s inside the book?
The guide discusses Python code debugging methods used in developing AI and ML models, as well as applications in cloud infrastructure. It starts with the basics of debugging, gradually moving to more complex topics, including resource management, application state monitoring, and performance optimization.
You will learn how to identify and fix complex errors in code, which is particularly relevant when working with big data and in distributed systems. Each chapter is accompanied by practical examples and best practices.
Who is this guide suitable for?
- Beginners in programming. Helps master debugging skills at an introductory level.
- Professional AI and ML developers. Offers advanced debugging methods for specific tasks.
- Cloud technology specialists. Discusses debugging of distributed applications.
- Researchers. Assists in optimizing experimental code.
What are the pros and cons of this book?
Pros:
- Extensive coverage of the debugging topic in key technological areas.
- Practical examples that can be directly applied in work.
- Tips for using modern tools and libraries for debugging.
Cons:
- High entry barrier for readers without basic Python knowledge.
- May seem too technical and overloaded with information for beginners.
💡 Help Keep CodersGuild Online — We’re Raising $100
We’re currently raising just $100 to cover essential hosting and maintenance costs.
CodersGuild runs ad-free and offers all books for free — but it still takes time, effort, and resources to keep everything up and growing.
If you found this guide helpful, consider donating even a small amount. Every donat gets us closer to that goal and helps more learners access quality programming books — without barriers.
👉 Support the project — Thank you! 🙏
More About the Author of the Book
FAQ for "Python Debugging for AI, Machine Learning, and Cloud Computing"
Question 1: What debugging tools are recommended in the book?
It covers the use of PDB, PyCharm, and specialized libraries like TensorFlow Debugger.
Question 2: Will the textbook be useful for debugging non-AI systems?
Absolutely, the methods and approaches can be applied in any Python project.
Question 3: Does the guide contain materials on dealing with errors in real-time?
Yes, it includes chapters dedicated to reactive debugging and real-time application monitoring.
Question 4: How does the book help improve the performance of AI models?
It offers methods for optimizing code and eliminating bottlenecks that may slow down data processing.
Question 5: Are there sections dedicated to automating debugging processes?
The guide includes an overview of tools and scripts for automating testing and debugging.
Information
| Author: | Dmitry Vostokov | Language: | English |
| Publisher: | Apress | ISBN-13: | 978-1484297445 |
| Publication Date: | December 16, 2023 | ISBN-10: | 148429744X |
| Print Length: | 256 pages | Category: | Python Books |
Free download "Python Debugging for AI, Machine Learning, and Cloud Computing" by Dmitry Vostokov in PDF
Support the project!
At CodersGuild, we believe everyone deserves free access to quality programming books. Your support helps us keep this resource online add new titles.
If our site helped you — consider buying us a coffee. It means more than you think. 🙌
Support CodersGuild →
You can read "Python Debugging for AI, Machine Learning, and Cloud Computing" online for free right now!
Read book online* →*The book is taken from free sources and is presented for informational purposes only. The contents of the book are the intellectual property of the author and express his views. After reading, we insist on purchasing the official publication on Amazon!
If posting this book in PDF for review violates your rules, please write to us by email admin@codersguild.net
