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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

Product type Paperback

Published in Dec 2023

Publisher Packt

ISBN-13 9781837632305

Length 438 pages

Edition 2nd Edition

Languages

Python

Concepts

Programming Language

Authors (2):

Sofía De Jesús

Martinez

View More author details

Table of Contents (25) Chapters

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

Why subscribe?

24. Other Books You May Enjoy

Technical requirements

Here is the full source code that will be used throughout this chapter: https://github.com/PacktPublishing/Applied-Computational-Thinking-with-Python-Second-Edition/tree/main/Chapter11.

The rest of the chapter is locked

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Tech Concepts

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Authors (2)

Sofía De Jesús

Sofía De Jesús

Sofía De Jesús is a computational thinking teacher with a degree from the University of Puerto Rico with a focus on math. She has a master's degree from the University of Dayton. Her experience in education and development spans two decades. She has worked with clients to develop solutions in multiple programming languages. As a teacher, Sofía helps students incorporate the philosophy of computational thinking in courses like game design, circuits, Python, web design, and robotics. She likes to play video games and spend time with her 11 year old Yorkie, King Kong. Sofía also enjoys creating materials, small furniture, and jewelry using CNC machines and laser cutters. She enjoys spending as much time in Puerto Rico as work and life permits.

See other products by Sofía De Jesús

Martinez

Martinez

Dayrene Martinez is a data engineer specializing in AI at one of the Big Four consulting firms. She holds a bachelor's degree in electrical engineering. Her expertise includes optimizing neural network models, ETL and AWS cloud computing. Previously, she was a systems engineer in the defense industry, developing neural networks for aerospace vehicle decision-making. Dayrene is a dedicated and passionate engineer who serves as a keynote speaker and mentor inspiring high school students, college students, and career changers in engineering and tech by sharing her experiences and insights, making a positive impact on the next generation of talent in the field.

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