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

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

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

Taylor & Francis Ltd

05/2025

304

Mole

Inglês

9781032668314

Pré-lançamento - envio 15 a 20 dias após a sua edição

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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
Aggregation;Association;Class Diagrams;Composition;Encapsulation;GUI;Inheritance;Machine Learning;NLP;Object Serialization;Object-Oriented Analysis;Object-Oriented Design;Object-Oriented Programming;Pandas;Pickle;Polymorphism;Python;Sentiment Analysis;Twitter Data Analysis;UML;Use Case Diagrams