- eBook:Discovering Computer Science: Interdisciplinary Problems, Principles, and Python Programming, 2nd Edition
- Author:Jessen Havill
- Edition:2 edition
- Data:October 28, 2020
- Pages:542 pages
Realizing that an organization around language features only resonates with a narrow audience, this textbook instead connects programming to students’ prior interests using a range of authentic problems from the natural and social sciences and the digital humanities. The presentation begins with an introduction to the problem-solving process, contextualizing programming as an essential component. Then, as the book progresses, each chapter guides students through solutions to increasingly complex problems, using a spiral approach to introduce Python language features.
The text also places programming in the context of fundamental computer science principles, such as abstraction, efficiency, testing, and algorithmic techniques, offering glimpses of topics that are traditionally put off until later courses.
This book contains 30 well-developed independent projects that encourage students to explore questions across disciplinary boundaries, over 750 homework exercises, and 300 integrated reflection questions engage students in problem solving and active reading.
CHAPTER 2. Visualizing Abstraction
CHAPTER 3. Inside a Computer
CHAPTER 4. Growth and Decay
CHAPTER 5. Forks in the Road
CHAPTER 6. Text, Documents, and DNA
CHAPTER 7. Data Analysis
CHAPTER 8. Flatland
CHAPTER 9. Self-similarity and Recursion
CHAPTER 10. Organizing Data
CHAPTER 11. Networks
CHAPTER 12. Object-oriented Design
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