Data Structures and Algorithms Tutorials

Data structures and algorithms tutorials – Here we are including some of the best articles and blog posts, and tutorials that will help you if you want to learn about Algorithms and Data structures. if you are a beginner in DSA, then you can start with these topics to get the complete overview of Algorithms and Data structures.

Data Structures and Algorithms tutorials for beginners
DSA

Here is 13 13-step guide about the Data structures and algorithms that anyone can use to start with Data structures and algorithms.

Step 1 – Start with Basic Algorithm topics

  1. What is an Algorithm
  2. What are Data Structures and algorithms?
  3. Algorithm design and analysis
  4. Classification of algorithms
  5. Evaluating and Expressing an Algorithm
  6. How to calculate the running time of an algorithm
  7. Worst, Average, and Best-case analysis of the algorithm
  8. Big O notation
  9. Big O notation examples
  10. Complexity of the Algorithm

Step 2 – Start with Arrays in Data Structures

  1. Arrays in Data Structure
  2. Matrix in programming

Step 3 – Learn about some Sorting techniques and their algorithms

  1. Sorting Techniques in Data Structures
  2. Selection sorting in C programming
  3. Bubble sorting in C programming
  4. Insertion sorting in C programming
  5. Shell sorting in C programming
  6. Merge sorting in C programming
  7. Radix sorting in C programming
  8. Quick sorting in C programming
  9. Heap sorting in C programming

Step 4 – Learn about the Linked List in Data structures and their algorithms to perform operations.

  1. Linked List in Data Structure
  2. Traversing linked list
  3. Operations on the linked list
  4. Insertion in the linked list
  5. Deletion in a linked list
  6. Reversing a linked list
  7. Sorting a linked list
  8. Find and remove the loop in the linked list

Step 5 – Learn about the Doubly Linked List with its algorithms to perform operations.

  1. Doubly linked list
  2. Insertion in the doubly linked list
  3. Deletion in the doubly linked list
  4. Reversing a doubly linked list

Step 6 – Learn about the Circular Linked list with insertion and deletion operations.

  1. Circular linked list
  2. Insertion in the circular linked list
  3. Deletion in the circular linked list

Step 7 – Learn about merging the linked list, header linked list and sorted linked list.

  1. Merge two linked lists
  2. Header-linked list
  3. Sorted linked list

Step 8 – Learn about the Stack in Data Structures

  1. Stack in a data structure

Step 9 – Learn about the Queue in Data Structures and its algorithm

  1. Queue in data structure
  2. Circular Queue in Data Structure
  3. Dequeue in the data structure
  4. Priority Queue in Data Structure
  5. Polish notation

Step 10 – Learn about the Tree in Data Structures

  1. Tree in the data structure

Step 11 – Learn about the Trees in Data Structures and its algorithms

  1. Binary tree
  2. Array representation of the binary tree
  3. linked representation of a binary tree
  4. Traversing the binary tree
  5. Inorder traversal in the binary tree
  6. Preorder traversal in the binary tree
  7. Postorder traversal in the binary tree
  8. Level order traversal in the binary tree

Step 12 – Learn about the Binary Search Tree

  1. Binary search tree
  2. Insertion in the binary search tree
  3. Deletion in the binary search tree

Step 13 – Learn about the Heap in Data Structures

These all topics are beginner friendly and are written in details to give overview of each topics in data structures with its algorithms to perform operation on particular data structure.

We will include more useful resources from time to time on more advanced topics in data structures and algorithms.