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DS and Algorithm

A computer program is a collection of instructions to perform a specific task. For this, a computer program may need to store data, retrieve data, and perform computations on the data.

A data structure is a named location that can be used to store and organize data. And, an algorithm is a collection of steps to solve a particular problem. Learning data structures and algorithms allow us to write efficient and optimized computer programs.

Our DSA tutorial will guide you to learn different types of data structures and algorithms and their implementations in Python, C, C++, and Java.

Job Sequencing with deadlines
DS and Algorithm / Python

Job Sequencing with Deadlines (ASP) – Greedy Method

February 6, 2022February 6, 2022 - by Anisur Rahman Shahin - Leave a Comment

Job Sequencing with deadlines is an activity selection problem. Greedy is an algorithmic paradigm that builds up a solution piece by piece, always choosing the next piece that offers the …

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Dijkstra Algorithm
DS and Algorithm / Python

Implement Dijkstra Algorithm using Python- Single source path

February 2, 2022February 2, 2022 - by Anisur Rahman Shahin - Leave a Comment

Dijkstra algorithm is used to find the shortest paths between nodes in a graph. Given a source node in the graph, the algorithm finds the shortest path between that node …

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detecting cycle in a graph
DS and Algorithm / Python

Detecting Cycle in a Graph using DFS Algorithm in Python

January 16, 2022January 16, 2022 - by Anisur Rahman Shahin - Leave a Comment

Detecting cycle in graph in a graph we can use the DFS Algorithm. Depth First Traversal can be used to detect a cycle in a Graph. DFS for a connected graph …

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DFS traversal algorithm
DS and Algorithm / Python

Implement DFS traversal algorithm using python

January 15, 2022January 15, 2022 - by Anisur Rahman Shahin - Leave a Comment

DFS (Depth-First Search) is the graph traversal algorithm. DFS is a recursive algorithm. In this tutorial, I am going to show you how to implement a DFS traversal algorithm using …

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Graph representation
DS and Algorithm / Python

Implement BFS algorithm using python OOP

January 14, 2022January 14, 2022 - by Anisur Rahman Shahin - Leave a Comment

BFS (Breadth-First Traversal) is the graph traversal algorithm. In this tutorial, I will show you how to implement a BFS algorithm using python OOP. To jump this tutorial, first, you …

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Graph representation
DS and Algorithm / Python

Graph representation in python on Adjacency list

January 14, 2022January 14, 2022 - by Anisur Rahman Shahin - Leave a Comment

A Graph is a non-linear data structure consisting of nodes and edges. The nodes are sometimes also referred to as vertices and the edges are lines or arcs that connect …

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heap-and-priority-queue
DS and Algorithm

Implement heap and priority queue with time complexity

January 8, 2022January 8, 2022 - by Anisur Rahman Shahin - Leave a Comment

Heap and priority queue is a special Data structure in which is a complete binary tree. Or you can say heap is a tree-based data structure. There are two types …

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Insertion Sort
DS and Algorithm / Python

Implement Insertion Sort with Time complexity

January 1, 2022January 1, 2022 - by Anisur Rahman Shahin - Leave a Comment

Insertion sort is a simple sorting algorithm that works similar to the way you sort playing cards in your hands. The procedure of the insertion sorting algorithm is that the …

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implement interpolation serach
DS and Algorithm

How to implement interpolation search using recursion

December 30, 2021January 1, 2022 - by Anisur Rahman Shahin - Leave a Comment

Interpolation search is an algorithm similar to the binary search for searching for a given target value in a sorted array. In this tutorial, I will discuss with you how …

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merge-sort
DS and Algorithm

How to implement merge sort using C++ and time complexity

December 8, 2021December 8, 2021 - by Anisur Rahman Shahin - Leave a Comment

Merge Sort is a Divide and Conquer algorithm. It divides the input array into two halves, calls itself for the two halves, and then merges the two sorted halves. The …

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Recent Posts

  • Naive Bayes Classifier Machine Learning Algorithm
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