The Object-Oriented Approach to Problem Solving and Machine Learning with Python

Sujith Samuel Mathew (University of Adelaide, Australia), Mohammad Amin Kuhail, Maha Hadid , Shahbano Farooq

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English

Chapman & Hall/CRC
12 May 2025

Algorithms & data structures; Object-oriented programming (OOP); Programming & scripting languages: general; Software Engineering; Artificial intelligence

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.

Start by solidifying your OOP foundation with clear explanations of core concepts such as use cases and class diagrams. This book goes beyond theory as you get practical examples with well-documented source code available in the book and on GitHub.

This book doesn’t stop at the basics. Explore how OOP empowers fields such as data persistence, graphical user interfaces (GUIs), machine learning, and data science, including social media analysis. Learn about machine learning algorithms for classification, regression, and unsupervised learning, putting you at the forefront of AI innovation.

Each chapter is designed for hands-on learning. You’ll solidify your understanding with case studies, exercises, and projects that apply your newfound knowledge to real-world scenarios. The progressive structure ensures mastery, with each chapter building on the previous one, reinforced by exercises and projects.

Numerous code examples and access to the source code enhance your learning experience. This book is your one-stop shop for mastering OOP with Python and venturing into the exciting world of machine learning and data science.

By: Sujith Samuel Mathew (University of Adelaide Australia), Mohammad Amin Kuhail, Maha Hadid, Shahbano Farooq
Imprint: Chapman & Hall/CRC
Country of Publication: United Kingdom
Dimensions: Height: 254mm, Width: 178mm,
Weight: 740g
ISBN: 9781032668338
ISBN 10: 1032668334
Pages: 304
Publication Date: 12 May 2025
Audience: College/higher education , Professional and scholarly , Primary , Undergraduate
Format: Hardback
Publisher's Status: Forthcoming

1. Introduction to Object-Oriented Programming 2. Python Data Structures 3. Exception Handling 4. Fundamentals of Object-Oriented Analysis 5. Fundamentals of Object-Oriented Design 6. File Handling, Object Serialization, and Data Persistence 7. Graphical User Interface with Tkinter 8. Machine Learning with Python 9. Natural Language Processing and Text Mining with Python I. Appendix A II. Appendix B III. Appendix C IV. Appendix D

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.