# Problem Solving with Algorithms and Data Structures

• 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
 Size : 5041.44 Kb File type : pdf Downloads: 105 Created: 2021-05-09

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