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The Python Workshop Second Edition - Second Edition

You're reading from  The Python Workshop Second Edition - Second Edition

Product type Book
Published in Nov 2022
Publisher Packt
ISBN-13 9781804610619
Pages 600 pages
Edition 2nd Edition
Languages
Authors (5):
Corey Wade Corey Wade
Profile icon Corey Wade
Mario Corchero Jiménez Mario Corchero Jiménez
Profile icon Mario Corchero Jiménez
Andrew Bird Andrew Bird
Profile icon Andrew Bird
Dr. Lau Cher Han Dr. Lau Cher Han
Profile icon Dr. Lau Cher Han
Graham Lee Graham Lee
Profile icon Graham Lee
View More author details

Table of Contents (16) Chapters

Preface 1. Chapter 1: Python Fundamentals – Math, Strings, Conditionals, and Loops 2. Chapter 2: Python Data Structures 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

Python algorithms

An algorithm is a series of instructions that can be executed to perform a certain task or computation. A recipe for a cake is an example of an algorithm—for example, preheat the oven, beat 125 g of sugar and 100 g of butter, and then add eggs and other ingredients. Similarly, simple computations in mathematics are algorithms. For example, when computing the perimeter of a circle, you multiply the radius by . It’s a short algorithm, but an algorithm nonetheless.

Algorithms are often initially defined in pseudocode, which is a way of writing down the steps a computer program will make without coding in any specific language. A reader should not need a technical background in order to read the logic expressed in pseudocode. For example, if you had a list of positive numbers and wanted to find the maximum number of positive numbers in that list, an algorithm expressed in pseudocode could be as follows:

  1. Set the maximum variable to 0
  2. ...
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