Sujith Samuel Mathew, Mohammad Amin Kuhail, Maha Hadid, Shahbano Farooq

The Object-Oriented Approach to Problem Solving and Machine Learning with Python (eBook, PDF)

• Format: PDF

Produktbeschreibung

This book is a comprehensive guide suitable for beginners and experienced developers alike. It teaches readers how to master object-oriented programming (OOP) with Python and use it in real-world applications.

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Seitenzahl: 314
• Erscheinungstermin: 12. Mai 2025
• Englisch
• ISBN-13: 9781040296066
• Artikelnr.: 73682015

Autorenporträt

Sujith Samuel Mathew holds a PhD in computer science from the University of Adelaide, Australia. He is an associate professor at Zayed University, UAE. He specializes in ubiquitous and distributed computing, focusing on the Internet of Things and related Smart City applications.

Mohammad Amin Kuhail holds an MSc in software engineering from the University of York and a PhD in software development from IT University of Copenhagen. He is an associate professor at Zayed University, specializing in human-computer interaction and software engineering, and he researches chatbot technology, user behavior, and education.

Maha Hadid holds an MSc in Information Sciences and Systems from the University of Marseille in France. She is an instructor at Zayed University, UAE, with experience in undergraduate courses and instructional design and delivery for blended and classroom-based courses.

Shahbano Farooq holds an MSc in computer science from the University of Calgary. She is an instructor at Zayed University, UAE, specializing in human-computer interaction and machine learning.

Inhaltsangabe

Chapter 1 Introduction to Object-Oriented Programming
Chapter 2 Python Data Structures
Chapter 3 Exception Handling
Chapter 4 Fundamentals of Object-Oriented Analysis
Chapter 5 Fundamentals of Object-Oriented Design
Chapter 6 File Handling, Object Serialization, and Data Persistence
Chapter 7 Graphical User Interface with Tkinter
Chapter 8 Machine Learning with Python
Chapter 9 Natural Language Processing and Text Mining with Python
Appendix A Installing Python and Environment Setup
Appendix B Choosing an IDE
Appendix C Debugging Your Python Program
Appendix D PEP Style Guide-Coding Standard and Conventions