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The Python Workshop Second Edition
The Python Workshop Second Edition

The Python Workshop Second Edition: Write Python code to solve challenging real-world problems , Second Edition

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Profile Icon Lee Profile Icon Dr. Lau Cher Han Profile Icon Mario Corchero Jiménez Profile Icon Lee Profile Icon Dr. Lau Cher Han Profile Icon Bird Profile Icon Mario Corchero Jiménez Profile Icon Wade +4 more Show less
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€38.99
Full star icon Full star icon Full star icon Full star icon Half star icon 4.7 (3 Ratings)
Paperback Nov 2022 600 pages 2nd Edition
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Paperback
€38.99
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Arrow left icon
Profile Icon Lee Profile Icon Dr. Lau Cher Han Profile Icon Mario Corchero Jiménez Profile Icon Lee Profile Icon Dr. Lau Cher Han Profile Icon Bird Profile Icon Mario Corchero Jiménez Profile Icon Wade +4 more Show less
Arrow right icon
€38.99
Full star icon Full star icon Full star icon Full star icon Half star icon 4.7 (3 Ratings)
Paperback Nov 2022 600 pages 2nd Edition
eBook
€21.99 €31.99
Paperback
€38.99
Subscription
Free Trial
Renews at €18.99p/m
eBook
€21.99 €31.99
Paperback
€38.99
Subscription
Free Trial
Renews at €18.99p/m

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The Python Workshop Second Edition

Overview

By the end of this chapter, you will be able to encode and modify the different types of Python data structures, including lists, dictionaries, tuples, and sets, and describe the differences between them; create matrices and manipulate both a matrix as a whole and its individual cells; call the zip() function to create different Python structures; find what methods are available for lists, dictionaries, and sets; write a program using the most popular methods for lists, dictionaries, and sets, and convert between different Python data structures.

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": "jack.white@gmail.com"
}

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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Key benefits

  • Understand and utilize Python syntax, objects, methods, and best practices
  • Explore Python’s many features and libraries through real-world problems and big data
  • Use your newly acquired Python skills in machine learning as well as web and software development

Description

Python is among the most popular programming languages in the world. It’s ideal for beginners because it’s easy to read and write, and for developers, because it’s widely available with a strong support community, extensive documentation, and phenomenal libraries – both built-in and user-contributed. This project-based course has been designed by a team of expert authors to get you up and running with Python. You’ll work though engaging projects that’ll enable you to leverage your newfound Python skills efficiently in technical jobs, personal projects, and job interviews. The book will help you gain an edge in data science, web development, and software development, preparing you to tackle real-world challenges in Python and pursue advanced topics on your own. Throughout the chapters, each component has been explicitly designed to engage and stimulate different parts of the brain so that you can retain and apply what you learn in the practical context with maximum impact. By completing the course from start to finish, you’ll walk away feeling capable of tackling any real-world Python development problem.

Who is this book for?

This book is for professionals, students, and hobbyists who want to learn Python and apply it to solve challenging real-world problems. Although this is a beginner’s course, you’ll learn more easily if you already have an understanding of standard programming topics like variables, if-else statements, and functions. Experience with another object-oriented program, though not essential, will also be beneficial. If Python is your first attempt at computer programming, this book will help you understand the basics with adequate detail for a motivated student.

What you will learn

  • Write efficient and concise functions using core Python methods and libraries
  • Build classes to address different business needs
  • Create visual graphs to communicate key data insights
  • Organize big data and use machine learning to make regression and classification predictions
  • Develop web pages and programs with Python tools and packages
  • Automate essential tasks using Python scripts in real-time execution
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Publication date : Nov 18, 2022
Length: 600 pages
Edition : 2nd
Language : English
ISBN-13 : 9781804610619
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Estimated delivery fee Deliver to Denmark

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Product Details

Publication date : Nov 18, 2022
Length: 600 pages
Edition : 2nd
Language : English
ISBN-13 : 9781804610619
Category :
Languages :

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Frequently bought together


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Table of Contents

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

Customer reviews

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