Computer Science with Applications

• Preface

• 1. Getting Started
  • 1.1. Computational Thinking
  • 1.2. Programming Basics
  • 1.3. Control Flow Statements
  • 1.4. Introduction to Functions
  • 1.5. Basics of Code Organization
  • 1.6. Understanding Errors and Catching Exceptions
  • 1.7. Example: A Game of Chance
• 2. Data Structures
  • 2.1. Lists, Tuples, and Strings
  • 2.2. Dictionaries and Sets
  • 2.3. Implementing a Data Structure: Stacks and Queues
  • 2.4. Classes and Objects
• 3. Functional Programming and Recursion
  • 3.1. Functional Programming
  • 3.2. Recursion
  • 3.3. Trees
• 4. Working with Data
  • 4.1. Working with Files
  • 4.2. NumPy
  • 4.3. The pandas library