Applied Computational Thinking with Python

Table of Contents

1. Fundamentals of Computer Science
2. Elements of Computational Thinking
3. Understanding Algorithms and Algorithmic Thinking
4. Understanding Logical Reasoning
5. Exploring Problem Analysis
6. Designing Solutions and Solution Processes
7. Identifying Challenges within Solutions
8. Introduction to Python
9. Understanding Input and Output to Design a Solution Algorithm
10. Control Flow
11. Using Computational Thinking and Python in Simple Challenges
12. Using Python in Experimental and Data Analysis Problems
13. Using Classification and Clusters
14. Using Computational Thinking and Python in Statistical Analyses
15. Applied Computational Thinking Problems
16. Advanced Applied Computational Thinking Problems