Data Structure Complete Roadmap 2023
In this tutorial, we will see the complete roadmap for Data Structure from basic to advance. Learn Data Structure Roadmap 2023.
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 an 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.The 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
Conclusion:
We Learned Complete Data Structure Roadmap. Data Structure Roadmap for beginners. Data Structure Tutorial or Syllabus. Data Structures and Algorithms.
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