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The Python Workshop Second Edition

You're reading from   The Python Workshop Second Edition Write Python code to solve challenging real-world problems

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Product type Paperback
Published in Nov 2022
Publisher Packt
ISBN-13 9781804610619
Length 600 pages
Edition 2nd Edition
Languages
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Authors (5):
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Mario Corchero Jiménez Mario Corchero Jiménez
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Mario Corchero Jiménez
Andrew Bird Andrew Bird
Author Profile Icon Andrew Bird
Andrew Bird
Corey Wade Corey Wade
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Corey Wade
Graham Lee Graham Lee
Author Profile Icon Graham Lee
Graham Lee
Dr. Lau Cher Han Dr. Lau Cher Han
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Dr. Lau Cher Han
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Toc

Table of Contents (16) Chapters Close

Preface 1. Chapter 1: Python Fundamentals – Math, Strings, Conditionals, and Loops 2. Chapter 2: Python Data Structures FREE CHAPTER 3. Chapter 3: Executing Python – Programs, Algorithms, and Functions 4. Chapter 4: Extending Python, Files, Errors, and Graphs 5. Chapter 5: Constructing Python – Classes and Methods 6. Chapter 6: The Standard Library 7. Chapter 7: Becoming Pythonic 8. Chapter 8: Software Development 9. Chapter 9: Practical Python – Advanced Topics 10. Chapter 10: Data Analytics with pandas and NumPy 11. Chapter 11: Machine Learning 12. Chapter 12: Deep Learning with Python 13. Chapter 13: The Evolution of Python – Discovering New Python Features 14. Index 15. Other Books You May Enjoy

Introduction

In the previous chapter, you learned the basics of the Python programming language and essential elements such as string and int, as well as how to use conditionals and loops to control the flow of a Python program. By utilizing these elements, you should now be familiar with writing basic programs in Python.

In this chapter, you are going to learn how to use data structures to store more complex types of data that help model actual data and represent it in the real world.

In programming languages, data structures refer to objects that can hold some data together, which means they are used to store a collection of related data.

For instance, you can use a list to store our to-do items for the day. The following is an example that shows how lists are coded:

todo = ["pick up laundry", "buy Groceries", "pay electric 
  bills"]

We can also use a dictionary object to store more complex information such as subscribers’ details from our mailing list. Here is an example code snippet, but don’t worry, we will cover this later in this chapter:

User = {
  "first_name": "Jack",
  "last_name":"White",
  "age": 41,
  "email": "[email protected]"
}

Here is a tuple of a point in the x-y plane, another data type that will be covered later:

point = (1,2)

And here is a set of points, whose details will come at the end of this chapter:

my_set = {3, 5, 11, 17, 31}

There are four types of data structures in Python: list, tuple, dictionary, and set:

Figure 2.1 – The different data structures in Python

Figure 2.1 – The different data structures in Python

These data structures define the relationship between data and the operations that can be performed on data. They are a way of organizing and storing data that can be accessed efficiently under different circumstances.

In this chapter, we will cover the following topics:

  • The power of lists
  • List methods
  • Matrix operations
  • Dictionary keys and values
  • Dictionary methods
  • Tuples
  • A survey of sets
  • Choosing types

Let’s start!

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The Python Workshop Second Edition - Second Edition
Published in: Nov 2022
Publisher: Packt
ISBN-13: 9781804610619
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