Giter VIP home page Giter VIP logo

dsa's Introduction

Data Structures and Algorithms

Welcome to the Data Structures and Algorithms (DSA) repository! This repository contains a collection of problems, solutions, and resources aimed at helping you strengthen your understanding and implementation skills in DSA. The content is designed for intermediate learners who have a basic understanding of programming and want to deepen their knowledge in DSA.

Contents

Introduction

This repository is designed for individuals who have a basic grasp of programming and are looking to enhance their understanding of data structures and algorithms. The problems and solutions provided here will help you build a strong foundation in DSA, preparing you for technical interviews and advanced coursework.

Prerequisites

To get the most out of this repository, you should have:

  • Basic programming knowledge in a language like Java, Python, or C++
  • Understanding of basic programming concepts such as variables, loops, and conditionals
  • Familiarity with basic data structures (arrays, linked lists) and algorithms (sorting, searching)

Topics Covered

Data Structures

  1. Arrays and Strings

    • Dynamic arrays and array manipulation
    • String operations and pattern matching
  2. Linked Lists

    • Singly linked lists
    • Doubly linked lists
    • Circular linked lists
  3. Stacks and Queues

    • Stack operations and applications
    • Queue operations and applications
    • Priority queues and heap implementation

Algorithms

  1. Sorting Algorithms

    • Bubble sort, selection sort, insertion sort
    • Merge sort, quick sort, heap sort
    • Counting sort, radix sort, bucket sort
  2. Searching Algorithms

    • Linear search, binary search
    • Search algorithms in data structures (BST, hash table)
  3. Recursion and Backtracking

    • Recursive algorithms and problems
    • Backtracking algorithms and applications (N-Queens, Sudoku)

dsa's People

Contributors

atomhudson avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.