Data Structures and Algorithms

The Definitive Guide

No matter which programming language you program in, if you want to be able to build scalable systems, it is important to learn data structures and algorithms.

Our tutorials on Data structure and algorithms or DSA in short, teach all the basic concepts with examples and code in C, C++, Java and Python.

INTRODUCTION

• What is an algorithm?
• Why you should learn algorithms
• Algorithm Analysis
• Big-O notation

SORTING

• Insertion Sort
• Selection Sort
• Bubble Sort
• Heap Sort
• Merge Sort
• Quick Sort
• Shell Sort
• Counting Sort
• Radix Sort
• Bucket Sort

BASIC DATA STRUCTURES

• Stack
• Queue
• Circular Queue
• Linked List
• Types of Linked List
• Linked List Operations

ADVANCED DATA STRUCTURES

• Tree
• Tree Traversal
• Binary Search Tree
• Graph
• Adjacency Matrix
• Adjacency List

GRAPH ALGORITHMS

• Depth first search
• Breadth first search
• Prim's Algorithm
• Kruskal's Algorithm
• Dijkstra's Algorithm
• Bellman Ford's Algorithm