0

Explore Products

Best Sellers

New Releases

Books

Videos

Audiobooks

Free Learning

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

The full source code used in this chapter can be downloaded from https://github.com/PacktPublishing/Applied-Computational-Thinking-with-Python-Second-Edition/tree/main/Chapter03.

The rest of the chapter is locked

Visually different images

CONTINUE READING

83

Tech Concepts

36

Programming languages

73

Tech Tools

Unlimited access to the largest independent learning library in tech of over 8,000 expert-authored tech books and videos.

Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.

50+ new titles added per month and exclusive early access to books as they are being written.

Applied Computational Thinking with Python

Register for a free Packt account to unlock a world of extra content!

A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.

Unlock this book and the full library FREE for 7 days

Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of

Start free trial

Renews at €18.99/month. Cancel anytime

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.

See other products by Martinez

Personalised recommendations for you

Based on your interests and search pattern

Pragmatic Microservices with C# and Azure

Pragmatic Microservices with C# and Azure

This book empowers you with in-depth knowledge of microservices architecture using .NET and Azure. Through hands-on tutorials, you'll be able to build, deploy, and manage scalable applications, gaining crucial skills for modern software development.

May 2024 16h 56m

Mastering Python Design Patterns

Mastering Python Design Patterns

Unlock the power of design patterns to build maintainable and scalable software and applications using Python. Authored by Python veterans, this book is your guide to mastering design patterns in Python.

May 2024 9h 52m

System Programming Essentials with Go

System Programming Essentials with Go

From file operations to process management and network programming, this hands-on guide equips software engineers with the skills to build efficient, reliable applications and optimize their performance.

Jun 2024 13h 36m

Modern Python Cookbook

Modern Python Cookbook

The new edition of Modern Python Cookbook provides over 130 recipes for solving real-world problems with Python. Updated for Python 3.12 with new recipes and chapters. This practical guide will enhance your skills and teach you advanced techniques.

Jul 2024 27h 16m

The Ultimate Zoom Cookbook

The Ultimate Zoom Cookbook

This cookbook is an in-depth guide to using Zoom effectively. You'll be able to follow each recipe easily to harness the power of the communication and collaboration tools in Zoom.

May 2024 11h 20m

Enterprise Architecture with .NET

Enterprise Architecture with .NET

This book will help you create applications that integrate correctly into complex and ever-changing information systems. You'll execute this by using industry standards that reduce the app's technical debt and elevate software development practices.

May 2024 25h 44m

Salesforce B2C Solution Architect's Handbook

Salesforce B2C Solution Architect's Handbook

Discover how Salesforce Customer 360 unifies Marketing Cloud, B2C Commerce, Data Cloud, and Service Cloud into one solution, and learn the capabilities, integration options, limitations, and workflows to create value for your organization.

May 2024 15h 28m

Systems Programming with C# and .NET

Systems Programming with C# and .NET

Unlock the full potential of C# and .NET Core in systems programming to secure, deploy, and maintain robust applications. With this book, you'll focus on low-level APIs, memory management, and performance optimization.

Jul 2024 15h 48m

Technical Program Manager's Handbook

Technical Program Manager's Handbook

Unlock the full potential of your career as a TPM with this comprehensive guide, featuring new chapters on AI and more. Learn advanced techniques and gain insights from industry leaders. Elevate your skills and thrive in the Big Five tech companies.

Sep 2024 12h 16m

Microsoft Power Pages in Action

Microsoft Power Pages in Action

Packed with real-world examples, low-code coding techniques, and insights into crafting responsive pages, automating apps, and enhancing virtual agents, Microsoft Power Pages in Action is a valuable resource for building feature-rich web apps.

Jun 2024 11h 40m