Problem Solving with Algorithms and Data Structures
Download free tutorial in Algorithms and data structures created by Brad Miller and David ranum.
Table of contents
- Objectives
- Getting Started
- What Is Computer Science?
- Review of Basic Python
- Summary Key Terms
- Programming Exercises
- Algorithm Analysis
- Objectives
- What Is Algorithm Analysis?
- Performance of Python Data Structures
- Summary
- Key Terms
- Discussion Questions
- Programming Exercises
- Basic Data Structures
- Objectives
- What Are Linear Structures?
- Stacks
- The Stack Abstract Data Type
- Queues
- Deques
- Lists
- The Unordered List Abstract Data Type
- Implementing an Unordered List: Linked Lists
- The Ordered List Abstract Data Type
- Programming Exercises
- Recursion
- What is Recursion?
- Stack Frames: Implementing Recursion
- Visualising Recursion
- Complex Recursive Problems
- Programming Exercises
- Sorting and Searching
- Searching
- Sorting
- Programming Exercises
- Trees and Tree Algorithms
- Examples Of Trees
- Vocabulary and Definitions
- Implementation
- Priority Queues with Binary Heaps
- Binary Tree Applications
- Tree Traversals
- Discussion Questions
- Programming Exercises
- JSON 235
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| Created: | 2021-05-09 |
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