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## 13 Interesting Data Structure Project Ideas and Topics For Beginners [2023]

You can also check out our free courses offered by upGrad under machine learning and IT technology.

## Data Structure Basics

Data structures can be classified into the following basic types:

Check out our Python Bootcamp created for working professionals.

## Benefits of Data structures:

## 2. Abstraction:

## 3. Reusability:

- It can store variables of various data types.
- It allows the creation of objects that feature various types of attributes.
- It allows reusing the data layout across programs.
- It can implement other data structures like stacks, linked lists, trees, graphs, queues, etc.

Why study data structures & algorithms?

- They help to solve complex real-time problems.
- They improve analytical and problem-solving skills.
- They help you to crack technical interviews
- They can efficiently manipulate the data

## Data Structures Project Ideas

1. obscure binary search trees.

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## 2. BSTs following the memoization algorithm

Checkout: Types of Binary Tree

## Explore our Popular Data Science Courses

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## 4. Optimal treaps with priority-changing parameters

- Choosing a random number
- Replacing the node’s priority with that number if it is found to be higher than the previous priority

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## 5. Research project on k-d trees

- Every leaf node of the binary tree is a k-dimensional point
- Every non-leaf node splits the hyperplane (which is perpendicular to that dimension) into two half-spaces
- The left subtree of a particular node represents the points to the left of the hyperplane. Similarly, the right subtree of that node denotes the points in the right half.

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## Read our popular Data Science Articles

Read : Data Scientist Salary in India

## 6. Knight’s travails

- knight_plays([0,0], [1,2]) == [[0,0], [1,2]]
- knight_plays([0,0], [3,3]) == [[0,0], [1,2], [3,3]]
- knight_plays([3,3], [0,0]) == [[3,3], [1,2], [0,0]]

Furthermore, this project would require the following tasks:

- Creating a script for a board game and a night
- Treating all possible moves of the knight as children in the tree structure
- Ensuring that any move does not go off the board
- Choosing a search algorithm for finding the shortest path in this case
- Applying the appropriate search algorithm to find the best possible move from the starting square to the ending square.

## 7. Fast data structures in non-C systems languages

Also read: Data Science Project Ideas for Beginners

## 8. Search engine for data structures

- The data structure search engine project requires knowledge about data structures and the relationships between different methods.
- It computes the time taken by each possible composite data structure for all the methods.
- Finally, it selects the best data structures for a particular case.

Read: Data Mining Project Ideas

## 9. Phone directory application using doubly-linked lists

## 10. Spatial indexing with quadtrees

Objective: Creating a data structure that enables the following operations

- Insert a location or geometric space
- Search for the coordinates of a specific location
- Count the number of locations in the data structure in a particular contiguous area

Follow these steps to build a quadtree from a two-dimensional area:

- Divide the existing two-dimensional space into four boxes.
- Create a child object if a box holds one or more points within. This object stores the box’s 2D space.
- Don’t create a child for a box that doesn’t include any points.
- Repeat these steps for each of the children.
- You can follow these steps while working on one of the file structure mini project topics .

## 11. Graph-based projects on data structures

- We print a vertex & then recursively call the algorithm for adjacent vertices in DFS.
- In topological sorting, we recursively first call the algorithm for adjacent vertices. And then, we push the content into a stack for printing.

- Call the DFS algorithm for the graph data structure to compute the finish times for the vertices
- Store the vertices in a list with a descending finish time order
- Execute the topological sort to return the ordered list

## 12. Numerical representations with random access lists

- They enable insertion at and removal from the beginning
- They allow access and update at a particular index

Know more: The Six Most Commonly Used Data Structures in R

## 13. Stack-based text editor

## What do you mean by data structures?

## What is the difference between linear and non-linear data structures?

## Which real-life applications or projects are based on data structures?

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## 10 Projects That Every Developer Should Lay Their Hands-On

- Top 10 Projects For Beginners To Practice HTML and CSS Skills
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- Difficulty Level : Medium
- Last Updated : 03 Oct, 2022

## 1. A Text Editor

## 2. A Graphical Calculator

- Simple Calculator with Javascript
- Java Swing Simple Calculator
- HTML Scientific Calculator
- Python Simple Graphical Calculator using Tkinter
- Expression Evaluation
- Expression Trees

## 3. Snake Game

## 4. TicTacToe/Connect 4 with AI

## 5. Terminal Shell

## 6. Sudoku (with AI)

## 7. A Node-Editor

If you are using Javascript then try Rete.js

## 8. Web Crawler

- How to make a spider-bot in PHP?
- How to make a web crawler in PHP?
- How to detect SpiderBots with PHP?
- Nodejs | Web Scraping using Cheerio
- Python | Program to crawl a Webpage to get most frequent words
- Python | Implementing Web Scraping in Python with Scrapy
- Python | Tools in the world of Web Scraping
- Implementing Web Scraping in Python with BeautifulSoup
- Deploying Scrapy spider on ScrapingHub

## 9. Klondike/Spider Solitaire

## 10. Chess Game

- Check if a given chessboard is valid or not
- Minimum number of moves required to reach the destination by the king in a chess board
- Design a chess game
- N-Queens problem

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## data-structure-projects

## aj7tt / 100daysofDSA

## OrionJoshi / Music_Player_Using_LinkedList

Music Player Using Double linked list

## Rajattheonlyhero / Online-Voting-System-Data-Structure-Project

Created An Online Voting System in C using Linked List and windows.h features to decorate

## HypertextAssassin0273 / Excel_Data_Organizer_and_Cleaner-DS_Project

## mhamzap10 / Travelling-SalesMan-Problem

## Improve this page

## Add this topic to your repo

## List of all projects

- linked-list−based data structures ,
- array-based data structures ,
- tree-based data structures ,
- hash-table based data structures , and
- graph data structures and algorithms .

For access, please contact the author at [email protected] .

## 1. Linked-list−based data structures

Project 1 will always be comprised of a linked-list projects:

- Cyclic_double_list
- Cyclic_double_sentinel_list
- Cyclic_list
- Cyclic_sentinel_list
- Double_list
- Double_sentinel_list
- Sentinel_list
- Single_list
- Sorted_double_list
- Sorted_double_sentinel_list
- Sorted_sentinel_list
- Sorted_single_list

Each class above requires one of the following two node classes:

## 2. Array-based data structures

The static memory projects are:

The dynamic memory projects are:

- Dynamic_stack
- Dynamic_queue
- Dynamic_deque
- Dynamic_navigation_stack
- Dynamic_range_stack
- Dynamic_dual_stack

The linked-memory projects are:

Students will be allowed to use the STL std::list class for the linked-memory projects.

## 2.1 Definitions

3. tree-based data structures.

Project 3 will always be comprised one project related to node-based trees.

## 4. Hash-table data structure

- Binary heap
- Cuckoo hash table
- Double hash table
- Dynamic double hash table
- Dynamic linear hash table
- Dynamic min heap
- Linear replacement hash table
- Quadratic hash table
- Quaternary heap
- Stable binary heap
- Ternary heap

## 5. Grpah data structures and algorithms

Project 5 is always graph based.

Website maintained by Douglas Wilhelm Harder

## Mini project Data structure using Stack

## 10 Mini project Data structure using Stack

- Obscure binary search trees
- BSTs following the memoization algorithm
- Heap insertion time
- Optimal treaps with priority-changing parameters

## Research project on k-d trees

## Fast data structures in non-C systems languages

Search engine for data structures, phone directory application using doubly-linked lists.

- Spatial indexing with quadtrees
- Graph-based projects on data structures
- Numerical representations with random access lists

## Stack-based text editor

- Hash table (uniquely identifies each feed while allowing additional feeds to be added (assuming dynamic resizing))
- Linked List (doubly-linked: from one node, you can go backwards/forwards one by one)
- Graph (each person is a point, and connections/friendships are an edge)
- Array (2-dimensional, 1000×1000, storing color values)
- Queue (like a queue/line of people waiting to get through a checkpoint)

## What is the meaning of data structures?

## More C and C++ Projects

Some advanced projects in c and c++.

- Snakes and Ladders Game in C
- Bike Race Game (using SDL) in C++
- Database Management System (using wxWidgets) in C++
- Fortune Teller (Predict Future) in C++
- Helicopter Game (using SDL) in C++
- Search Engine in C++
- Tank Game in C++
- Traffic Control Management System in C++
- University Management System in C++
- 3D Bounce Ball Game in OpenGL

## Types of Linked List are:

## Spatial indexing with quadtrees:

## Heap insertion Time

## Related Articles:

Data Structures and Algorithms Tutorial

## Naveed Tawargeri

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In computer programming, a linear data structure is any data structure that must be traversed linearly. Examples of linear data structures include linked lists, stacks and queues. For example, consider a list of employees and their salaries...

In the field of math, data presentation is the method by which people summarize, organize and communicate information using a variety of tools, such as diagrams, distribution charts, histograms and graphs. The methods used to present mathem...

The presentation of data refers to how mathematicians and scientists summarize and present data related to scientific studies and research. In order to present their points, they use various techniques and tools to condense and summarize th...

Items, such as names, numbers, etc. can be stored in memory in a sorted order called binary search trees or BSTs. And some of these data

1. A Text Editor · 2. A Graphical Calculator · 3. Snake Game · 4. TicTacToe/Connect 4 with AI · 5. Terminal Shell · 6. Sudoku (with AI) · 7. A Node-

Here are 6 public repositories matching this topic... · fsiddh / Data-Structures-in-Real-Life-Projects · aj7tt / 100daysofDSA · OrionJoshi /

Snakes Game (Arrays) · Sudoku (Backtracking) · Travel Planner (Graphs) · Cash Flow Minimiser (Graphs/Multisets/Heaps · Text Editor Cut, Copy, Paste (Stack) · File

Crio free class https://www.crio.do/redeem/2eb7628/Hello, I am FrazI am a Software Engineer at @Google. In this video I am discussing 5

In this video, Abhi talks about the 5 projects you can make using various data structures and algorithms. With DSA, you can not only solve

Project 2 will always be comprised two projects. One will be a statically sized array-based container, while the other will be

Data Structures Projects are the testimonials that you have learned a technology well. In Emertxe we have a hand-picked set of projects which will ensure

Best DSA Projects · 1. Snakes Game (Arrays) · 2. Cash Flow Minimiser (Graphs/Multisets/Heaps) · 3. Sudoku Solver (Backtracking) · 4. File Zipper(

10 Mini project Data structure using Stack · Obscure binary search trees · BSTs following the memoization algorithm · Heap insertion time · Optimal treaps with

Projects · Snakes Game (Arrays) · Sudoku (Backtracking) · Travel Planner (Graphs) · Cash Flow Minimiser (Graphs/Multisets/Heaps) · WhatsApp List (LRU Cache/Interview