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Applied Computational Thinking with Python

You're reading from   Applied Computational Thinking with Python Algorithm design for complex real-world problems

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Product type Paperback
Published in Dec 2023
Publisher Packt
ISBN-13 9781837632305
Length 438 pages
Edition 2nd Edition
Languages
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Authors (2):
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Sofía De  Jesús Sofía De Jesús
Author Profile Icon Sofía De Jesús
Sofía De Jesús
 Martinez Martinez
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Martinez
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Toc

Table of Contents (25) Chapters Close

Preface 1. Part 1: An Introduction to Computational Thinking
2. Chapter 1: Fundamentals of Computer Science FREE CHAPTER 3. Chapter 2: Elements of Computational Thinking 4. Chapter 3: Understanding Algorithms and Algorithmic Thinking 5. Chapter 4: Understanding Logical Reasoning 6. Chapter 5: Errors 7. Chapter 6: Exploring Problem Analysis 8. Chapter 7: Designing Solutions and Solution Processes 9. Chapter 8: Identifying Challenges within Solutions 10. Part 2: Applying Python and Computational Thinking
11. Chapter 9: Introduction to Python 12. Chapter 10: Understanding Input and Output to Design a Solution Algorithm 13. Chapter 11: Control Flow 14. Chapter 12: Using Computational Thinking and Python in Simple Challenges 15. Chapter 13: Debugging 16. Part 3: Data Processing, Analysis, and Applications Using Computational Thinking and Python
17. Chapter 14: Using Python in Experimental and Data Analysis Problems 18. Chapter 15: Introduction to Machine Learning 19. Chapter 16: Using Computational Thinking and Python in Statistical Analysis 20. Chapter 17: Applied Computational Thinking Problems 21. Chapter 18: Advanced Applied Computational Thinking Problems 22. Chapter 19: Integrating Python with Amazon Web Services (AWS) 23. Index 24. Other Books You May Enjoy

Debugging

It is time for us to dedicate a little more time to debugging our algorithms. In Chapter 5, Errors, we looked at some of the errors we can get when writing code. In Chapter 8, Identifying Challenges with Solutions, we also saw some of the debugging tools that are built into Python to find errors in our code. Now, we are going to go deeper into algorithm debugging, looking at some problem situations and proposed algorithms, determining what causes the errors we are alerted to in the console, as well as those errors that we know exist because the outcome is not what is expected but we do not get an error message from Python. Some of these bugs may not be flagged by Python in any way, which is why we will now focus on some specific errors and how to avoid them. Debugging is a critical skill in programming, and it is impossible to cover all scenarios, but we will show some of the things you can look for when writing your solutions.

In this chapter, we will cover the following...

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