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

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.

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