Learn Data Structure and Algorithm Step by Step

Learn Data Structure And Algorithm Step By Step

• Chapter 1 : Basic definitions, BIG O and LinkList data structure.
• Data structure definition
• Different types of Data structure
• Abstract data types
• What is an algorithm ?
• Big O notation
• Link List ADT
• Introduction to Simple , Double and Circular link list
• Linear Data structure and NonLiner DS
• Creating a simple link list using c#
• Implementing Add for simple links list
• C# Generics for LinkList.
• Chapter 2 :- Double linklist and Binary tree DS
• Thought process of write DS and Aglorithm.
• Importance of Tail Node in Simple link List
• Implementing Double Link list
• Yield keyword importance in reading
• Implementing Binary tree data structure
• Left node , Right node in Binary tree.
• Chapter 3 :- Binary tree DS
• Inserting elements in Binary tree
• Implementing search in BST
• Chapter 4 :- Graph data structure ,BFS and DFS.
• Creating a Graph Data structure
• Vertex,Edge,Adjacent Vertex
• Uni-directional and Bi-Directional Graph DS
• Creating the Graph data structure using C#
• BFS (Breadth First search) algorithm
• Implement BFS using C#
• BFS vs DFS
• Implementing DFS using C#
• Chapter 5 :- Sorting Algorithms - Bubble , Inserted and Selection.
• Understanding Bubble Sort
• Understanding Selection Sort
• Understanding Inserted Sort
• Code for Bubble Sort,Selection and Inserted
• Big O for Sorting algorithm.
• Chapter 6 :- Merge Sort
• Understanding Concept of Merge sort
• Understanding code of Merge sort.
• Divide and conquer
• Chapter 7 :- Quick sort and Dijkstra Algorithm
• Understanding concept of Quick Sort.
• Code fo Quick sort
• Understanding concept of Dijkstra Algorithm.
• Chapter 8 :- Dijkstra Algorithm and BellMans Ford.
• Chapter 9 :- Kadanes Algorith and Flyod Detection loop.
• Chapter 10 :- Queue and Stack Data structure and Flood Fill algorithm.
• Chapter 11 :- Data Structure and Algorithm Using C#.
• Chapter 12 :- Huffman compression,Knapsack fraction and 0/1.
• Chapter 13 :- Tower of Hanoi problem.
• Chapter 14 :- Travelling sales man logic using C#.
• Data Structure and Algorithm Using C# Source Code