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Problem Solving with Algorithms and Data Structures

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

Pages :
File type : pdf
Downloads: 82
Submitted On: 2021-05-09

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This tutorial has been prepared for the beginners to help them understand basic Algorithms, Data Structures Programming. After completing this tutorial you will find yourself at a moderate level of expertise in Algorithms, Data Structures from where you can take yourself to next levels.

This tutorial is designed for Algorithms, Data Structures students who are completely unaware of Algorithms, Data Structures concepts but they have basic understanding on Programming training.


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