Data Structure Complete Roadmap

Do you want to learn Data Structure but don't know where to start Then you are on right track, In this tutorial, we will see complete roadmap for Data Structure. You can choose one programming language like python or C++ to learn data structure. Let's start:-

Data Structure Complete Roadmap

Step 1.Introduction of Data Structure

What is Data Structure?

Basic Terminology in Data Structure

Application of Data Structure

Types of Data Structure

Main Data Structure Terminology

Need of Data Structure

Advantages of Data Structure

Step 2.Basics of Algorithm

What is Algorithm?

Types of Algorithm:

Search Algorithm

Sort Algorithm

Application of Algorithm

Time Complexity and Space Complexity

Asymptotic Notations:

Big-O Notation (O-notation)

Omega Notation (Ω-notation)

Theta Notation (Θ-notation)

Algorithm cases:

Worst case

Average case

Best case

Step 3.Array in Data Structure

What is an Array?

Application of Array

Operations on Array

Advantages and Disadvantages of Array

Types of Array:

Single Dimensional Array

Two Dimensional Array

Three Dimensional array

Step 4.Linked List in Data Structure

What is Linked List?

Application of Linked List

Operations on Linked List

Advantages and Disadvantage of Linked List

Types Linked List:

Singly Linked List:

Doubly Linked List

Circular Linked List

Step 5.Stack in Data Structure

What is Stack?

Operations on Stack

Application of Stack

PUSH operation

POP operation

Array implementation of Stack

Linked list implementation of stack

Step 6.Queue in Data Structure

What is Queue in Data Structure?

Operation on Queue

Applications of Queue

Types of Queue in DS:

Simple Queue

Circular Queue

Priority Queue

Deque (Double Ended Queue)

Step 7.Tree in Data Structure

What is Tree in Data Structure?

Tree Terminology

Properties of Tree

Applications of Tree

Tree Traversal in Data Structure:

Inorder traversal

Preorder traversal

Postorder traversal

Types of Tree in Data Structure:

General Tree

Forests Tree

Binary Tree

Binary Search Tree

AVL Tree

Red-Black Tree

B-Tree

B+ Tree

Expression Tree

Tournament Tree

Splay Tree

Generic Tree or N-ary Tree

Step 8.Graph in Data Structure

What is Graph?

Graph Terminology

Spanning Tree

Types of Graph:

Undirected graph

Directed graph

Connected graph

Graph Implementation:

Sequential Representation

Linked Representation

Graph Traversal Algorithm:

Breadth First Search

Depth First Search

Step 9.Searching Algorithm

Linear Search

Binary Search

Step 10.Sorting Algorithm

Bubble Sort

Insertion Sort

Selection Sort

Merge Sort

Quick Sort

Bucket Sort

Comb Sort

Counting Sort

Heap Sort

Radix Sort

Shell Sort

Cocktail Sort

(adsbygoogle = window.adsbygoogle || []).push({});

Thank you for reading this blog. I wish you the best in your journey in learning and mastering in Data Structure🔥🔥.