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
Size : 5041.44 Kb
File type : pdf
Downloads: 114
Created: 2021-05-09
Problem Solving with Algorithms and Data Structures

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