Data Structures and Algorithms: In Depth using C#

Data Structures and Algorithms: In Depth using C#

Linked List, Stacks, Queues, Binary Trees, Binary Search Trees, Hashing, Heaps, Graphs, Sorting and Searching

What you’ll learn

  • Understand Complexity of Algorithms ie Time and Space they take at runtime
  • Learn and compare Algorithms used in Searching and Sorting
  • Learn different Data Structures and how to use them in applications
  • Learn how to Code and Implement various data structures and algorithms in C#

Requirements

  • Some prior programming experience is required in any programming language
  • Basic knowledge of C# is needed

Description

This course will help you in better understanding of the basics of Data Structures and how algorithms are implemented in C# programming language. This course consists of lectures on data structures and algorithms which covers the computer science theory + implementation of data structures in C#. This course will also help students to face interviews confidently at the top technology companies. This course is like having personal tutors to teach you about data structures and algorithms.

There’s tons of concepts and content in this course. To begin the course:

  • We have a discussion of why we need data structures and why we need to learn Algorithms
  • Then we move on to discuss Analysis of Algorithms ie Time and Space complexity, though the Asymptotic Notation ie Big O, Omega and Theta are taken up at the end of this course so that you do not get confused and concentrate on understanding the concepts of data structures.

Then we get to the essence of the course; algorithms and data structures. Each of the specific algorithms and data structures is divided into two sections. Theory lectures and implementation of those concepts in C#. We then move on to learn:

  1. Analysis of Algorithms
  2. Recursion
  3. Searching Algorithms
  4. Sorting Algorithms
  5. Linked List
  6. Stacks
  7. Queues & Deques
  8. Trees, Binary Trees & Binary Search Trees
  9. Balanced Search Trees
  10. Heaps
  11. Hashing
  12. Graphs & Graph Traversal Algorithms (Breadth-First Search & Depth First Search)

Again, each of these sections includes theory lectures covering Data structures & their Abstract Data Types and Algorithms. Plus the implementation of these topics in C#.

Who this course is for:

  • Anyone who wants to learn Data Structures and Algorithms using C#

Course content

17 sections • 228 lectures • 28h 24m total length
  • Course Overview
  • Analysis of Algorithms
  • Recursion and Analysis of Recursive Functions
  • Searching Algorithms
  • Sorting Algorithms
  • Linked List
  • Circular Linked List
  • Doubly Linked List
  • Stacks
  • Queues
  • Binary Trees
  • Binary Search Tree
  • Advance Topic: Balanced Trees (Theory)
  • Heaps
  • Hashing
  • Sorting Algorithms – Index Based
  • Graphs
Created by: Syed Mohiuddin Professional Educator
Last updated 11/2020
English
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(8 ratings)
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