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Python Object-Oriented Programming

You're reading from Python Object-Oriented Programming Build robust and maintainable object-oriented Python applications and libraries

Product type Paperback

Published in Jul 2021

Publisher Packt

ISBN-13 9781801077262

Length 714 pages

Edition 4th Edition

Languages

Python

Concepts

Object Oriented Programming

Author (1):

Dusty Phillips

View More author details

Table of Contents (17) Chapters

Preface

1. Object-Oriented Design

2. Objects in Python FREE CHAPTER

3. When Objects Are Alike

4. Expecting the Unexpected

5. When to Use Object-Oriented Programming

6. Abstract Base Classes and Operator Overloading

7. Python Data Structures

8. The Intersection of Object-Oriented and Functional Programming

9. Strings, Serialization, and File Paths

10. The Iterator Pattern

11. Common Design Patterns

12. Advanced Design Patterns

13. Testing Object-Oriented Programs

14. Concurrency

15. Other Books You May Enjoy

16. Index

Case study

We'll refine our case study in this chapter. Previously, in Chapter 2, Objects in Python, we talked in a vague way about loading the training data and splitting it into two clumps – the training set and the testing set. In Chapter 5, When to Use Object-Oriented Programming, we looked at ways to deserialize the source file into Sample instances.

In this chapter, we want to look further at this operation of using the raw data to create a number of TrainingKnownSample instances separate from a number of TestingKnownSample instances. In the previous chapter, we identified four cases for sample objects, shown in the following table:

	Known	Unknown
Unclassified	Training data	...

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Authors (2)

Steven F. Lott

Steven F. Lott

Steven Lott has been programming since computers were large, expensive, and rare. Working for decades in high tech has given him exposure to a lot of ideas and techniques, some bad, but most are helpful to others. Since the 1990s, Steven has been engaged with Python, crafting an array of indispensable tools and applications. His profound expertise has led him to contribute significantly to Packt Publishing, penning notable titles like "Mastering Object-Oriented," "The Modern Python Cookbook," and "Functional Python Programming." A self-proclaimed technomad, Steven's unconventional lifestyle sees him residing on a boat, often anchored along the vibrant east coast of the US. He tries to live by the words “Don't come home until you have a story.”

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Dusty Phillips

Dusty Phillips

Dusty Phillips is a Canadian software developer and an author currently living in New Brunswick. He has been active in the open-source community for 2 decades and has been programming in Python for nearly as long. He holds a master's degree in computer science and has worked for Facebook, the United Nations, and several startups.

See other products by Dusty Phillips

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