Capstone Project Ideas : 150+ Topics

Capstone Project Ideas

Have you ever wondered what the hardest part of framing a non-trivial capstone project is? With a long research path ahead of you, writing a capstone project is fraught with obstacles and pitfalls. However, the process becomes less complicated and more challenging as time passes.

The most challenging part of writing a capstone project is finding a topic that will help you articulate your thoughts in a disciplined way . On the contrary, selecting a tedious capstone topic can significantly impact your grades. Luckily, we have prepared a complete list of captivating project ideas to inspire your writing. Continue reading this blog, and you will see some outstanding topic ideas in psychology , information technology, nursing, marketing, and beyond.

Table of Contents

What is a Capstone Project?

Over the past few years, capstone projects have become a crucial part of the university degree curriculum. This whole project is similar to thesis writing but has a few differences. It is a project that an educational institute conducts to evaluate students’ understanding of their courses on different parameters. Students must write their capstone project by the end of their study programs.

Depending on your specific academic requirements, the context of your capstone project can significantly vary. It includes various structures, including multimedia presentation, film, execution, or paper. While the whole project seems complicated, in some ways, it can be rewarding as well. This project includes different scholarly exercises, including presenting their critical thinking, soft skills, teamwork abilities, communication, and viewpoints regarding their courses. This project helps young students research and analyze crucial data and how to present it proficiently.

Selecting an Engaging Topic for Your Capstone Project

Finding the perfect topic for your capstone project plays a significant role in framing the entire project. Choosing a tedious or monotonous topic can be a fatal mistake for students. With this, you can avoid drafting a monotonous capstone paper, no matter how well it may be written otherwise.

If you need help choosing good capstone topics, we have compiled a few practical suggestions to help you choose the right one.

150+ Capstone Project Ideas

It is undoubtedly not easy to choose your “perfect” topic. The issue intensifies as every student in the class has to come up with their unique topics. You’re still on here to get some unique and intriguing capstone project ideas for your upcoming project. If so, then you are indeed on the right platform. Below are more than 150+ capstone project ideas that can help you choose an outstanding topic and start your research as early as possible.

Education Capstone Project Ideas

Check out the topics below to gain insight into some special education topics for capstone projects:

Capstone Project Ideas for Nursing Students

Consider these suggestions for capstone project ideas for nursing and ensure the best result possible.

Marketing Capstone Project Examples You Can Work On

The following are some captivating marketing ideas for your capstone projects:

Computer Science Capstone Project Topics

Are you seeking the top capstone project ideas as a computer science student? So, sit back and unwind because we have compiled some exciting and educational computer science capstone project ideas to help you earn top marks .

Engineering Capstone Project Ideas

The following is a list of some good capstone topics for engineering students. You can draw inspiration from these topics and use them as they are for your upcoming projects:

Management Capstone Project Ideas

Business management students use the following management capstone project ideas as inspiration for framing their capstone projects.

Best Ideas for MBA Capstone Project

Have a look at the following MBA capstone project ideas to get started with your capstone project:

Accounting Topics for Capstone Projects

Use one of these great accounting topics for capstone projects as your topic to get inspired and kick-start your capstone accounting project:

Good Capstone Topics for Psychology

Nowadays, with the evolving awareness of psychological aspects in our societies, people show more consideration regarding psychological elements. With this, you might find many capstone topics for your projects. Have a look at the below-given list of the top, enticing psychology topics for capstone projects:

The Bottom Line

This list of topics will assist you in framing an outstanding capstone project for your academic session. Remember that a topic will serve as the basis for your entire paper, which you will draft. Therefore, take this seriously and select an innovative and unique topic from the above list. Furthermore, before jumping straight to the writing business, narrow down a few feasible topics and research each one. This topic will help you with your entire project.

Still confused? Get in touch with Edumagnate.com for any assistance!

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Our Best Picks Of Capstone Project Ideas for Information Technology

Updated 01 Feb 2023

A capstone project, capstone experience, senior exhibition, or culminating project is an essential academic assignment for students. This culminating experience is meant for undergraduates in their final year at their school or academic program.

These projects come in many different forms, but they all require a long-term investment before the final presentation. Selecting a topic can be difficult, especially when looking for information technology ones. It can be explained by the fact that this branch of science is developing faster than ever (and then the majority of others do). There are a lot of capstone project ideas for information technology you can cover, but which one is a nice choice? In order to help you with the process, we’ve decided to give you some titles for inspiration. Looking to write your paper? Our essay writers are here to help!

How to Choose an Engaging Topic for Your IT Project

Capstone projects are very important for students. They help students develop critical thinking, learn how to solve problems, improve their communication skills, research, teamwork, presentation skills, etc. It also builds up the student’s resume and demonstrates learning.

This is why capstone projects are so important. But choosing the right idea for your project can be challenging, mainly because it holds such value. At the same time, it will be your focus for a long time. Here are some tips for choosing IT capstone project ideas.

Take the time to brainstorm information technology capstone project ideas

Now that you’re getting ready to start your information technology capstone project, you’ve probably finished most of your other obligations. The first thing you need to think about is all the information technology classes and topics that were interesting to you.

Did you want to learn more about specific topics? Were there some topics you learned quickly? Try to remind yourself of exciting topics and go through your notes to see if you haven’t missed anything. Shortlist all of the potential topics.

Go through potential topics!

Once you’ve finished your list, you need to see which ones have potential. See what is discussed in those topics, the latest research, something related to them, etc. See if you can find information that looks promising.

Are there any subjects within those topics that spark controversy or leave room for discussion? At the same time, remove all the topics that are limited or are above your knowledge.

Narrow your topic down

If you are interested in data mining, you shouldn’t try to cover the whole topic from the start until now. Instead of that, you should focus on a single area or aspect of data mining that seems interesting to you. For example, you can talk about the latest trends in predictive analytics.

120 Capstone Project Ideas for Information Technology

Use one of these information technology capstone project examples as your topic or inspiration. Get affordable and high quality legal essay writing service here.

We hope these capstone project topics have inspired you to develop your own perfect topic.

Steps for Writing a Winning IT Capstone Project

Submit your project proposal..

When developing your custom capstone project for information technology list, consider including these points in your proposal:

Get all the necessary research.

Prepare everything you might need for the topic, be it computer science capstone project ideas or IT. Find all the sources, including textbooks, titles, literature, online resources, links, and so on.

Create a structure.

With a clear structure, you will organize your information correctly and have a good flow. The most common elements included in the structure are titles, introduction, literature review, references, methodology, discussions, recommendations, and conclusion.

Start writing.

The main focus of your project should be the thesis statement. Leave the introduction for the end, and make sure to double-check your research and your conclusions. In the end, proofread the text and try to improve your sections.

Get ready to defend your project.

Read your work multiple times, check out the research, and be prepared to defend all the conclusions and statements you’ve made.

Are You Having Trouble With Your IT Capstone Project Ideas?

It’s 2022, and you don’t have to torture yourself when you can get professional capstone project help . Our writers at EduBirdie can help you brainstorm topics and give you valuable advice on how to approach your project. Contact us today!

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app ideas for capstone project


Top 225 Creative Capstone Project Ideas For Students

Table of Contents

Are you searching for creative capstone project ideas? Don’t worry! Like you, many students are struggling to come up with a unique capstone project topic. So, to help you all, here in this blog post we have identified and listed the best 200+ capstone project ideas on all the major subjects. Continue reading this blog post and earn the necessary academic benefits.

What is a Capstone Project?

A capstone project is a parameter used by the schools and colleges to grade the overall understanding of the students at the end of the course. The project is highly beneficial for the students because it helps them to showcase their communication skills, presentation skills and problem-solving skills.

The main goal of the capstone project assignment is to motivate the students to plan independently, perform detailed analysis, work in a team and stick to the deadline. Usually, the instructors will assign every student or a team to complete their assignment on any excellent capstone project ideas.

If you are asked to complete a capstone project on any topic of your choice, then you need to search and find the best project ideas related to your subject. The project topic selection is a challenging task. In order to identify a good and creative capstone project idea, a lot of planning is required.

Capstone Project Ideas

How to Select a Topic for Capstone Project?

The first step of the capstone project is finding a topic. If you select a not-so-good topic for your project, then chances are there for you to get low grades. So, when selecting a topic, make sure to keep the following tips in mind and pick an ideal topic that will boost your grades.

After you have identified the right capstone project topic, make sure to reach out to your professor or teacher and get final approval from them before you proceed with your project work.

Innovative Capstone Project Ideas

Innovative Capstone Project Ideas

Here, we have listed the capstone project ideas on all the major subjects such as accounting, business, engineering, information technology, computer science nursing, psychology, marketing, management, and many more.

Check the list and spot the capstone project idea that is appealing to you.

Capstone Project Ideas on High School Education

Few High School Capstone Project Ideas

Accounting Capstone Project Ideas

Read more Best Accounting Research Topics and Ideas for Students

Capstone Project Ideas

Business Capstone Project Ideas

Computer Science Capstone Project Ideas

Engineering Capstone Project Ideas

Read more:   Best Engineering Research Topics for Academic Writing

Capstone Project Ideas in Information Technology

MBA Capstone Project Ideas

Marketing and Management Capstone Project Ideas

Nursing Capstone Project Ideas

Psychology Capstone Project Ideas

Capstone Project Ideas in Political Science

Political Science Capstone Project Ideas

Trending Capstone Project Ideas for Politics

Final Words

To submit the best project and get an A+ grade, an original capstone project topic alone will not help you. You need to perform in-depth research on the topic and present your project work effectively and efficiently.

If you want more creative capstone project ideas or any academic help to complete your capstone project, then reach out to us. We have a team of highly experienced academic writers to assist you in completing the capstone project on any subject topics as per your requirements on time at an affordable price.

Why are you waiting? Quickly place your order and get instant assignment help from our experts to earn the highest possible grade for a top-quality capstone project.

app ideas for capstone project

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Online Programming Lessons, Tutorials and Capstone Project guide

Android/Mobile List of Capstone and Thesis Projects

Android/Mobile List of Capstone and Thesis Projects List of mobile projects for your thesis and capstone projects. It can be developed in three major mobile OS namely Android, IOS and Windows.

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1. Android Based ELearning for Computer Fundamentals 2. Mobile Student Handbook 3. Psychology App for Android 4. Android Based Board Exam Reviewer for Agriculture 5. Android Based Board Exam Reviewer for Criminology 6. Dialect to Tagalog to English Dictionary App 7. Mobile First-Aid App 8. Android Based Entrance Examination with Web Based Admin Panel and SMS Support 9. Android Based Math Game for Grade 1 10. MusikMoTo: Mobile mp3 player

11. Notes Manager App 12. Mobile Based Grade Inquiry App 13. Web and Android Hotel Reservation App

14. Android Based Fitness and Exercise App 15. FishDroid: Android Based Fish Information App 16. Web and Mobile Medicine Information System 17. Android Based Trivia Application 18. Tourism App: Mobile Based Tourist Destination Information 19. RememberDPix: Android based Memory quiz game. 20. CookDroid: Android Based Cooking Tips and Recipes 21. Web and Mobile Survey Application 22. Music for Kids Android App 23. Android Based Faculty Evaluation System 24. Mobile Learning for Beauty Care K12 Subject 25. Mobile Based Meeting Notification System 26. TrabahoFinder: Mobile and Web Application for Job Searching and Posting 27. KasalMo: Android Based Wedding Planner Application 28. MobileDocDroid: Android Based Patients Information Management System with Doctor’s Prescription 29. Android Based Menu Ordering App 30. Mobile Based Electricity Bill Inquiry 31. Android Based ELearning App 32. Java Tutorial Offline 33. Faculty and Staff Mobile Based Evaluation System 34. Civil Service Exam Reviewer App 35. Mobile Based Mangrove Field Guide 36. Interactive spelling game in Android 37. Kolour: Psychology of Colors 38. Mobile Based Nursery Rhymes Collection 39. Android App Health Tips 40. Memory Game in Android 41. Mobile Based News Reader 42. Dieta: Android Based Diet Tips 43. Picture Guessing Game in Android 44. Medical Terminology Dictionary App 45. Animal Sounds Android App 46. Drag n Drop Game in Android 47. Android Based Assessment of Fees Inquiry 48. Web and Android Based Crime Reporting System 49. jQuery Mobile Offline Tutorial 50. HugisMobile: Android Based Shape Learning App 51. Android Science ELearning App 52. Mobile Based Veterinary Clinic and Pet Shop Management System 53. iMaje: Photo Collection of Wedding Events 54. MusicDroid: Android Based Music Guessing App 55. iNetTutor Offline: Android Based Programming Tutorials (Java, PHP, MySQL, Visual Basic) 56. Android Based Baby Lullaby Songs 57. LET Reviewer with Quiz Application 58. FiestaMobile: Mobile Based Fiesta Celebration Information in the Philippines 59. RiddleApp: Bugtong-bugtong Android Application 60. Mobile Based Computer Dictionary 61. School Mobile Portal 62. Filipino Collection of Bedtime Stories 63. Tongue Twister Compilation App 64. Android Based Pageant Tabulation App 65. Letra: Alphabet Learning App 66. Pickup Lines Archive Collection 67. Estorya: Android Based Collection of Children’s Story

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Education Related Topics

Cybersecurity Capstone Project Ideas

Cybersecurity Capstone Project Ideas

Cybersecurity Capstone Project Ideas: Searching for Cyber Security Project Ideas, then you came to the right place.

Cybersecurity Specialization mainly covers the fundamental concepts underlying the construction of secure systems.

If you are studying Cyber Security, one of the outlines in the course is to undertake a project. The Cybersecurity Capstone Project helps to gauge if you have truly understood the subject at hand.

Here we are going to look at cyber security projects or cyber security project ideas. These Cybersecurity Capstone project examples will inspire you to find the right topic.

Cyber Security Capstone Project Ideas

Cybersecurity capstone project examples, cyber security projects ideas, cyber security final year project ideas, cyber security projects for students.

Cybersecurity and data breach in the military The importance of cybersecurity awareness How government information systems can increase safety Security approaches used in networking Encryption and cybersecurity

Tips for protection from cyber threats for banks How to increase end-user security Main parts of cybersecurity Can systems be hacked remotely? Are app store apps safe?

Confidentiality of user information and cybersecurity How to increase end-user security Business continuity with cybersecurity

The role of cybersecurity in governance transparency How to remove a computer virus and stop it from infecting other systems How much security does a firewall provide?

How to stop a computer virus from spreading and infecting other computer systems The role of cyber security for the continuity of business How to increase the safety of government info systems Security approaches in networking

Cybersecurity and confidentiality of user info How much security can a firewall provide? How important is cyber security awareness?

How cybersecurity plays a role in governance transparency? How can banks protect their business from cyber threats? Data breach and cybersecurity in the military

How un-hackable is a system? How safe are App Store apps? Increasing end-user security Key components of cybersecurity

Intelligence analyzing factors of ethical, privacy, and legal Detecting or mitigating compromising indicators Data demonstration, fusion, and semantic modeling Stalking threats and instance responding Intelligence in cyber threat

Forecasting models on cyber-attacks and control measures Models that concern Deception and Improbability in cyber-attack acknowledgment Cyber security data analytics Research on relevant Geopolitical Cyber security

Anomaly detection, intrusion, and its prevention Cybercrime monetization and orchestration and automating security Visualizing intelligence analysis and investigation techniques

Bug Bounties and Hackathons Blocking RFID Keylogger projects Antivirus

Packet Sniffing Caesar Cipher Decoder Network traffic analysis Password Strength Removing and Retrieving Files SQL Injection

Security Questions Offline Device Hacking Build your own encryption software Image Encryption Fund Transfers through Online with DES Encryption

Packet Sniffing Network Traffic Analyzer Credit Card Fraud Detection Internet Border Patrol Hash Function

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40+ Best Web App Ideas for Students Project in 2023

40+ Best Web App Ideas for Students Project in 2023

Are you making your way to step into the world of business? If yes, launching an online startup is the latest way of turning your business vision into reality. In this guide we will explore some simple web app ideas.

As mentioned by Rob, businesses, as well as consumers today, are heavily dependent on technology for everything. Whether it is grocery shopping or a business meeting, everything requires a web application .

By opting for the best web development services, startups or dreaming entrepreneurs can turn their web app ideas into running successful businesses. The time is now to come up with unique web application ideas and utilize innovative technological solutions to create web app projects . In this guide, we will also discuss web application project ideas for students .

However, with 3.55 million android applications in the market, and growing, finding the perfect idea seems to be a real struggle. How do you make sure your web app will stand out in the crowd? To ease this dilemma, we have come up with 40 well-researched web app ideas to scale your business. If you want to start a unique website at a very affordable price, I recommend The NineHertz which is one of the best website developers .

Let us first understand what exactly are web applications and then move on to the ideas.

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Table of Contents

What are Web Apps?

Unlike computer-based software programs that run locally on the operating system of any device, web apps are software that runs on web servers.

In simple words, web apps use web browsers and online technology to perform a huge range of tasks.

Emails, online retail sales, spreadsheets, instant messaging, photo, and video editing are some examples of web applications.

Unlike traditional native apps, web apps are quite in demand. Apart from easy development and deployment, web apps are much safer than native mobile apps and work on all kinds of mobile operating systems.

Progressive web apps are the future and will eventually replace most native apps. This is why starting a business with a strong web app idea is the ideal choice for budding entrepreneurs.

40 Best Web App Ideas for Projects

We have jotted down the top 40 web application ideas that you can consider launching in 2023. You might be interested to read my other similar guides like website ideas .

1. Wellness and Fitness Apps

wellness and fitness apps

2023 and the coming years are all about fitness. The Covid-19 pandemic has taught people that health plays a major role in life. Being fit is not a concern anymore, it is a part of lifestyle these days.

A wellness and fitness app development is an excellent opportunity to tap into this budding industry.

Here is a graphical representation that clearly shows the growth of the fitness app market in the coming years.

2. Travel Accommodation Selection Service Provider Apps

travel web app

Gone are the days when travelers used to reach their destination and select their accommodations. People book their accommodation beforehand these days.

Being an online service provider, you can help connect travelers all around the world with beautiful properties and help them choose their accommodations with ease.

Airbnb is an example of such a kind of app.

3. Online Classroom Web App Idea

online classroom web app

Since the Edtech industry has risen exponentially during and post the pandemic, online teaching resources are gaining popularity.

Online learning platforms are a great opportunity to connect students and teachers without any infrastructural restraints. Also, the students have the flexibility to learn at their own pace.

The below graph shows how global classrooms rely on educational apps for remote learning

web application ideas

Image Source – Appannie

4. Online Pharmacy Web Application Idea

online pharmacy web app

Considering the period we all went through, no wonder online pharmacies were trending in 2020. However, these apps will continue to do well in the post-pandemic era as well.

You skip the long queues, crowded marketplaces, and can order medicines at the comfort of your place and get them delivered as well.

With a large network of medicine coupled with great offers and good customer support, this can be one of the best web app ideas for project . Know the cost of pharmacy app development .

5. Dating Web App Project Idea

If you want to target the millennials and Gen Z, developing a dating app can be one of the trending web application project ideas .

The demand for relationship apps for couples is on the rise especially after the pandemic wherein they shine as a great source of happiness for many lonely people.

All you need is a good web development service and kickstart your dating app business.

6. Automated Chatbots Web App Ideas

automated chatbot

Live chats have taken over a huge part of customer service by providing continuous support. Companies are including an automated chatbox to their website that gives them the benefit to be accessible to their customers 24*7.

You can develop AI and ML-powered chatbots to respond to the most asked customer queries. This indeed is one of the most popular web app project ideas .

7. Payments Apps Idea to Make Money

payment app ideas

The scope of digital transactions is growing tremendously and so is the demand for payments apps.

If you wish to grab this opportunity and make a name in the market, come up with exciting offers and develop a UPI payment app of your own.

For instance, GPay launched with amazing offers and encountered incredible success.

8. CEO Dashboard Web App for Beginners

ceo dashboard

Companies have to deal with enormous data these days. While having access to this data is easy, analyzing it is an issue.

The dashboards can break huge data and permit you to examine it at a distinct place. With access to the CEO dashboard app, the upper management can inspect several things on their own and their team can pay attention to other crucial tasks.

9. Workflow Management Apps

workflow management

Since 2020, most organizations have shifted to remote working and work from homes.

They need workflow management apps to reduce time spent on mundane tasks & focus on important things.

These apps automate and streamline routine business processes for optimal efficiency.

10. On-demand Grocery App for Beginners

best web application ideas

Grocery delivery app development has seen the biggest boom during and after the pandemic. People highly rely on online shopping even for the smallest of things.

Best grocery delivery apps in the USA started delivering groceries while local brick-and-mortar stores are also moving online.

The grocery delivery industry still holds humongous opportunities for emerging businesses.

web application project ideas

Image Source – Livemint

Simple Web Application Ideas for Beginners

11. website building apps.

website building app ideas

As mentioned above, even small businesses are moving online. They do require a website but also do not want to spend huge sums on web development services.

You can develop an app wherein companies can find website building templates, domains name generators , and hosting plus marketing tools all in one place at a minimal fee.

12. CRM Tools Web Application Project idea

crm tool web app ideas

There are many reliable CRM software available in the market. However, they cater only to medium and large-scale businesses.

Small businesses always look forward to such tools but are left behind due to huge costs and difficult accessibility. Developing an easy-to-use CRM web app for startups and small businesses can be a brilliant app idea for 2023.

13. Youtube Radio App

web application project ideas

Youtube is an incredible platform for content creators and users. Right from the launch, it started making huge profits.

Developing an app that picks out the best and tailor-made content for the audience can be amongst the best web app ideas for startups. It will eliminate the need for searching or making a playlist for the users. They can just play the radio and enjoy the content.

14. Crypto Exchange Platforms

crypto web app ideas

Cryptocurrency is a new concept that is flourishing in the area of business and trade.

Developing a cryptocurrency exchange app can be a great and lucrative idea that can generate massive returns.

While the industry is projected to grow at a CAGR of 21.5% by 2026, it presents an opportunity of making higher gains in the near future.

15. Platforms for Hobbyists


While the world is going more digital, people are engaging in newer hobbies. Creating a platform that lets them discover unique hobby ideas and assist them to engage can help you become popular in no time.

People can connect, share ideas, images, tips, and tricks through this unique platform.

16. Child Tube Web App Idea

child tube web app idea

The major problem working people face today is to keep their children calm and engaged. Pacifying kids by making them listen to calming music, engaging videos can do wonders for them as well as the parents.

Creating a ChildTube app is one of the best web app ideas in the current times. However, making sure the app has an engaging interface with colorful screens and simple tabs is the key to success in this aspect.

17. Stock Trading Web Apps

stock trading web apps

Traders are often looking for new apps that can expertly assist them in stock investment and monitor portfolios.

Creating a stock investment app that is fast, easy to use, has a smooth interface, and offers trading alerts will do extremely well in the industry.

18. Online Gaming Apps

game web app ideas

Online gaming is a tending industry that is revolutionizing the gaming industry. With the rise of AR-VR-based games, online gaming websites and mobile apps are gaining wide popularity.

You can outsource a video game development company that can help you to incorporate the correct choice of technology and methodology while building an online gaming app. Check Top 10 Free online car racing apps for PC and Mobile.

19. Memes and Gifs Making Apps

trending web app ideas

Social media is dominated by memes these days. Moreover, it is also a great source of earning money. People enjoy such a source of humor and tend to share it as well.

The high demand for edited memes and GIFs makes it an excellent web app idea for businesses. Your app can quickly generate profits and gain popularity.

20. Docket Management Web App

web app ideas 2021

Many organizations have to administer an extensive collection of confidential documents. While Gdrive, Dropbox, etc serve the same purpose, they are not much preferred by the companies.

Since the documents are private and are in persistent requirement of advanced security, they prefer apps that are secure, feature-rich, interactive, and user-friendly.

Developing a customized docket management web app can solve their issue while reaping incredible returns.

Web Application Project Ideas

21. music streaming web apps.

music streaming web apps

Developing a music streaming app with an extensive library of popular charts and different kinds of playlists, podcast shows, radio channels, etc can take your business to the next level.

You can further monetize the app by offering a premium version, just like Spotify.

22. Motor Services and Wash App

car service web app idea

Developing an app wherein people can easily book an online slot for the services and professionals rendering those services at the requested time adds a great level of satisfaction.

23. Medical Consultation Web App

medical consultation web apps

Telemedicine web apps are revolutionizing healthcare by enabling consumers to find the best doctors, book instant appointments, and consultations.

You can develop an app that connects patients and doctors, provides 24*7 consultations, online medicine delivery, and much more.

24. Ride-sharing Web Apps

ride sharing web app ideas

This brand new idea of designing web apps to provide cab service facilities and ride-sharing facilities to people in a city or country can give a quick boost to your business.

25. Virtual Reality Tourism Apps

virtual reality tourism apps

Develop an app wherein museums, events, and important sightseeing places can put up virtual reality tours for people to see from their homes.

26. Astrology apps for New Project

astrology apps for beginners

Developing an AI-powered astrology app can help them know the perfect predictions about business success, personal relationships, and educational success.

To give an innovative face to the idea, hire a web development company and get going.

27. Crime alert Web Application Ideas

crime alert web applications

This app could work just like a social networking app, wherein people could post information about crimes happening around them.

28. Professional Services Web App

web app ideas for project

For instance, you can offer cleaning, pest control, beauty, wellness services, all under one roof.

29. Ecommerce Stores

ecommerce apps ideas

The reason behind the success is that the customers can shop for almost everything from home and get it delivered at their doorstep.

However, developing an e-commerce website can be challenging and requires a top-notch web development service company to turn your business visions into reality.

business web app ideas

Unique Web App Project Ideas for Students

30. food delivery apps for new business.

food delivery web applications

Develop an app that showcases all local restaurants, cloud kitchens and provides the fastest deliveries.

31. Job Portal Web App Ideas

job portal apps

People opt for apps that connect them to the job providers at a click and provide vast opportunities.

Job portals like Glassdoor are also convenient for recruiters to select and hire candidates.

32. Career Guide Web App

career guide web apps

A career guidance app can utilize Artificial intelligence and Machine learning to help them decide on their career and provide some valuable insight.

Additionally, it can be a great web app idea for your business.

33. Flower and Gift Delivery App

gift web ideas for students

Developing an app like this is one of the most popular web application ideas for projects .

34. Table Booking App Idea for New Project

table booking apps ideas

A table booking app helps people choose from a wide variety of restaurants, reserve a table hassle-free whenever they want to dine out.

You can further add in your app – in-built payments services, food and drink coupons, review services, etc.

35. Book Review Web Application Idea

book review apps

A web app that has a database of books and connects readers to share reviews about the books they have read will help the buyers immensely. Learn how to develop an online book store app .

36. Photo and Video Editing App

photo and video editing app

People look forward to apps that provide good quality editing services with unique filters and vast options. Learn how to develop video editing app .

37. Second-hand goods Buying and Selling Platform

second hand goods buying selling apps

People look forward to reliable apps that enable people to sell and buy without the hassle of contacting or paying an intermediary.

OLX, being an example of this kind of app that connects buyers and sellers locally.

38. Language Translation Web Apps

language translation web app ideas

Developing an app that translates languages in real-time can come to a traveler’s aid immediately in far-off places.

39. Interior Designing Apps

interior designing

In fact, interior designers also use such apps to boost their business and test their ideas.

To design an app like this, outsource a web development service and kickstart your business.

40. Task Management Apps

task managment app ideas

These apps perform a lot of functions such as calendar management, daily reminders, scribbling notes, and a lot more.

This is one of the most in-demand web application ideas and can boost your growth tremendously.

Conclusion: Ideas for Web Application Projects

The huge advancements in web development services have led to a monumental increase in E-business. Most businesses and budding entrepreneurs are launching different websites to address a range of problems for the world.

Now that you are aware of the top web app ideas, getting started with them is a pressing issue. If you have the same concern then it is worth hiring a web development company to get end-to-end development services for your web application.

FAQ’s: Web Application Ideas for Students

Q.1 what are some good ideas for web app projects .

If you are wondering what are good web application project ideas then here we have the answer for you:

Q.2 Which Web App is Best?

Today’s internet world is full of web apps, some of which are performing well to some extent. These web apps include stock trading web apps, music streaming web apps, ride-sharing web apps, and language translation web apps.

Q.3 What are Some Cool App Ideas?

Are you looking for some cool app ideas that can help you to step into the world of business? If so, we have mentioned a few names here like automated chatbots Web App, Payments Apps to Make Money, Child Tube Web App, Online Gaming Apps, and many more.

Q.4 What kind of Web Apps Are in Demand?

Apps for on-demand services are extremely popular because they give their users access to a variety of services at home. Here are a few examples of on-demand web applications.

My name is Hemendra Singh. I am a Director and Co-founder of The NineHertz , IT Consulting Company. I am having a keen interest in the latest trends and technologies that are emerging in different domains. Being an entrepreneur in the field of the IT sector, it becomes my responsibility to aid my audience with the knowledge of the latest trends in the market.

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Capstone Project Topic Ideas: 100+ Examples in Different Fields

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May 2nd, 2022

app ideas for capstone project

College education can seem like quite a daunting task. This is especially true if you have to come up with extensive research papers. It takes extensive research and a whole lot of time to come up with many different research ideas and topics, and then you have to begin working on them. A capstone project is one of the most research-intensive projects in your student life. Coming up with capstone project ideas can be quite daunting. You have to spend a lot of time doing extensive research first, only after which you can start off.

Selecting the Best Project

Before you progress or select the right project to work on, you must do your research, using the skills that you have acquired over the years. The idea is to have a topic that you personally like, and also one that will teach you a lot. Your topic should be one that allows you to put your skills to use in the best way so that you can showcase your analytical skills for a capstone project in high school .

A capstone project is one that also allows you to put your practical education to use. So make sure that you choose something that actually teaches you a lot, allowing you to further polish your skills.


Only once you have a topic that you think is worthy of working on, you should begin. So the question is – if you are stuck in a rut , how do you select the right topic or the right capstone research topics and don’t want to avoid failure with the capstone project ?

Here are a few steps that can be very helpful:

1. Brainstorm 🧠

The first thing that you should do is brainstorm. Go over all that you have studied and then come up with a few ideas that you think are workable. It is only when you have some topics in front of you that you will see all the options that you have, and then you can decide which one you want to work on.

2. Consult your supervisor 🧑‍🏫

The role that your supervisor plays in this is massive. So once you have shortlisted a few topics that you think you can work on, you must go to your supervisor and discuss those, so they can also give you their opinion, and make sure that you are headed in the right direction.

3. Begin working ✍

Once you have spoken to your instructor and come up with several topics for capstone project ideas in 2023, then you can instantly start working. Throughout the process, you should remain in touch with your professor, who should guide you and help you get through all of that easily.

Capstone Project Tips

It is never easy to get done with your capstone project, it requires skill and determination . Here are a few tips that can be very useful for you:

Capstone Project Ideas

Our team at Writing Metier has collected a list of ideas for capstone projects that you can work on. We have divided it depending on the field that you choose to explore. Starting from easy capstone project ideas for high school and coming to senior capstone project topics that can be used for specific fields.

Remember to choose your topic wisely 😉

Capstone Project Ideas – High school

Capstone Project Ideas – Engineering

Capstone Project Ideas – Education

Capstone Project Ideas – Management

Capstone Project Ideas – IT

Capstone Project Ideas – Medical and Nursing

Capstone Project Ideas – BSN

Capstone Project Ideas – Business

Capstone Project Ideas – MBA

Capstone Project Ideas – Social Work

Capstone Project Ideas – Psychology and mental health

Capstone Project Ideas – UX and web development

Select topics for your capstone project

With so many good ideas for capstone paper topics, you can make your pick after careful consideration. But you need to be sure that you choose a topic that you think you can work on. Anyway, a guide on how to write a capstone project proposal will help to find out some tips. However, we understand that it is not easy to work on extensive research. So if you feel like you need help with your capstone project, we can help you with it while you can select the capstone project topic .

➡️  get help with your capstone project ⬅️


You can also be interested in other articles that shared a list of topics for different fields. Below you will find links to those posts on our blog:

We, at the Writing Metier, have a team of professionals who are qualified enough, with plenty of experience to help you out with any type of capstone project. All you need to do is contact us, and someone from our team will be there to assist you.

You can give in your instructions for your capstone project, and we will be there to help you complete your project. All you need to do is give us the work, and we will be sure to get back to you with your completed task. We ensure timely delivery, and revisions as well. So what are you waiting for then?


Get in touch with us and we will be there to help.

app ideas for capstone project

Laura Orta is an avid author on Writing Metier's blog. Before embarking on her writing career, she practiced media law in one of the local media. Aside from writing, she works as a private tutor to help students with their academic needs. Laura and her husband share their home near the ocean in northern Portugal with two extraordinary boys and a lifetime collection of books.

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Looking for capstone project ideas take a look at our unique topics.

September 27, 2019

Capstone projects vary depending on the course you are taking. Sometimes, your school capstone projects are different from other schools. With all these different formats, it may be difficult to pick a format and topic. Tutors will inform students about what they expect from each project.


What Is A Capstone Project?

Capstone projects are also known as culminating projects. They are used to demonstrate all that students have learned during training. The project is a general one that culminates all the educational experience gathered at the end of an educational year. These projects are an integral part of high school, middle school and colleges. When students write capstone projects, they learn to be more creative, plan schedules and communicate with others while working well in teams.

How can you come up with excellent capstone project ideas? Here are some interesting project topics and ideas:

Capstone Project Ideas For Nursing

Nursing is a challenging but interesting course. It requires lots of hard work and passion to pass successfully. Before the completion of your course, however, you must write a capstone paper that shows how well you have understood the concept of nursing. To make it easier for you, here are some ideas to help you create a research topic list:

Computer Science Capstone Ideas

If you are a computer science student, you may also need to write a capstone project. There are so many ideas you can expand on for your project. Some of them include:

IT Capstone Project Ideas

Are you an information technology student searching for a great research topic? Here are some ideas to help you start off your work, if you’re not yet ready to ask for a professional writing help :

Cybersecurity Capstone Project Ideas

For MBA capstone ideas on cybersecurity, there are a lot of viable options. They include:

Management Capstone Project Ideas

When it comes to management, you can find a long list of ideas for your project. Here are a few to start with:

Psychology Capstone Project Ideas

If you are studying psychology, you can find some capstone project ideas here:

Business Capstone Project Examples

When it comes to project examples in the business field, there is a lot to use. These exciting ideas may be helpful to you as you start.

High School Capstone Project Ideas

As a senior high school student, you may also need informative capstone topics. this list below should help you to pick an idea to build on.

Engineering Capstone Project Ideas

If you are taking an engineering course, here are some great project ideas to peruse:

The main idea behind a capstone project is to motivate the learner to master problem-solving skills, develop social skills and think critically. The best capstone project encourages students to learn how to connect the paper to the issues they face in real life. When you know the area of interest for your capstone research, you are already one step closer to finishing.

Most capstone projects are investigative and cover a longer period. As a student, you are expected to make use of an interdisciplinary approach to bring the idea to life. After researching, the final document has to be written as a scholarly article, seminar paper or memorandum. You will also need to defend it through presentation or any other process.

If you want a scientific project idea, you can find a lot of resources online to work with. You can also tweak the ideas to suit your own experiences.

app ideas for capstone project

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Nevon Projects

Android Projects & App Ideas

Importance of Android Projects & Android App Ideas in 2022 Over 72% of smartphones on the earth work on Android OS. Additionally android OS allows companies /institutes /organizations to develop customized android apps to interact with their customers/students/followers 24/7 through android apps. A wide variety of successful online business ideas can be developed using android apps. NevonProjects compiles the best android projects for students and app ideas to start your online business.


app ideas for capstone project

All Android Projects Ideas

Find latest android project topics for your final year students with source code for learning. These are innovative android app project ideas are used by students for learning as well as online business ideas by startups. Your search for latest project topics ends here. These ideas have been researched and updated here every week for students to implement and use. Android platform has grown exponentially in terms of size and technology in the past years. Android is used for standalone as well as server based hybrid mobile phone system implementation. So here we provide a largest variety of android app development project ideas with source code that can be implemented.

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app ideas for capstone project

app ideas for capstone project

Best Topics For A Nursing Capstone Project

08 Apr 2022

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❔What is the Nursing Capstone Project?

👍Need Nursing Capstone Project Help?

Is it time for your nursing capstone project ideas? If your answer is yes, it means you’ve reached an exciting time in your life. It’s time to finish your education as a nursing student and begin your career. These papers serve to demonstrate what you've learned at school and allow you to put that knowledge into practice. However, choosing the perfect topic for your task is not easy. This guide can help to look for inspiration as it presents 150 capstone project ideas in different categories. You can start by picking the area that attracts you the most. From there, browse the topics and find the perfect one for your paper! All of these capstone project topics are popular and common, and they have been the first choice of us many. You can easily find creative nursing projects ideas and start with your academic paper in no time and yes, get the grade you deserve.

Need help with writing capstone project?

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What is the Nursing Capstone Project?

Nursing students will attend a suitable course or program for their future occupation. However, towards the end of their studies, they have to write a capstone project about the features of medical care in order to get a Bachelor of Science in Nursing or MSN (Master of Science in Nursing). This is actually a paper that’s not much different from academic assignments at other universities and colleges.

So, what is a nursing capstone project, and how should you do it? You have the freedom to choose a topic, but make sure to consult with your tutor. That means your topic might come from informatics, women’s health, or any other area of interest. The idea is to answer a question or a problem and show a deep understanding of your capstone project idea.

Your capstone project topic will require carrying out independent research and presenting a detailed analysis of the issue. The paper can be anywhere between 25 and 100 pages, as long as it offers a comprehensive answer to the proposed topic.

Here is why tutors insist on working on this paper:

You may also need to choose nursing research topics 2022 while studying. It can be fun to choose from the nursing leadership project ideas and work on this capstone paper. However, some students don’t have enough time on their hands to complete the task. If that’s the case, you can always contact a premium writing service to help you finish the assignment. They can turn your nursing capstone project idea into reality and ensure you deliver a superb paper in the expected timeframe.

Stuck with finding the right title?

Get plenty of fresh and catchy topic ideas and pick the perfect one with PapersOwl Title Generator.

If you are ready to start working on your project, look for inspiration in the ideas below!

Before you proceed, there are a few more things you need to know. All, including emergency nursing capstone project ideas, are essential and capstone project ideas nursing have a huge role on the overall process. They can be long, up to 100 pages, so you can deduce that a BSN nursing capstone will need a lot of time to be completed. With proper nursing project ideas, this can be a bit easier, but it is still a complex matter. A nursing capstone can be based on nurse leadership,  health care,  cervical cancer,  quality of life,  standardized fall risk assessment tool, and so much more. But, it will always assess what you have learned and how well you have adopted the facts. That's why capstone nursing is considered one of the health history most essential types of writing and one that can make a massive difference. There are countless nursing capstone ideas and capstone projects you will have to complete. Each one shares the overall essentials and importance. Try to make your nursing capstone projects based on your own experience and your own learning. We will give you a lot of examples, and some are based in rural areas, which makes this a bit more complicated. Just imagine having to write on psychological rehabilitation readiness assessment. It is not simple in nursing, and these projects will require days of preparation.

Last but not least, always have a lot of time to focus and develop your nursing capstone project ideas. The nursing informatics capstone project ideas are even more time-consuming, while the oncology nursing capstone project ideas are ethically hard to work on. Your nursing capstone project needs to be detailed, to the point, and includes all the facts your readers may need to know. There will be a lot of them. Hence, you do need a lot of preparation. A BSN capstone of this kind may need 2-3 weeks to be completed. Yes, you can complete some like mental health issues, gestational diabetes, nursing informatics, or domestic violence effects in less time, but this is not a wise idea. These topics have a lot of importance. Hence, they need practical work experience to be understood.

Build your thesis statement

This is AI-powered online tool that lets you create a thesis statement about any topic you need.

General Nursing Capstone Project Ideas

If you need general inspiration for your nursing capstone project, here are some suggestions. As you can see, these are all about nursing training, nurse leadership, and more generic nursing capstone ideas. Don't let this fool you. These are complicated and very essential ideas that are the most common, so you will probably have to work on one or two in your life. Some even claim that these are the most important nursing capstone projects.

Health Promotion Nursing Capstone Project Topics

Working on health promotion can be important for the community. You can talk about health insurance, nursing practice, improving nursing and more. Most teachers like these topics, and they believe these can make a difference in the local community. Here are some ideas to use for inspiration.

Nursing Capstone Project Ideas for Mental Health

People have prejudice about mental health, but it’s important to discuss the issues surrounding it. You may have to write about PTSD-affected veterans, different mental problems, and so much more. Here you may have to touch private and public hospitals, while the link is not that massive. Don't forget about attitude and knowledge that have a huge role in all of that and how practicing professional nursing can make a difference. Patient outcomes are important as well. Be careful when working on adolescents' mental health scales the best topics. These are the topics that may help you to come up with nursing project ideas:

Capstone Project Topics on Nursing Burnout

Burnout is a problem in many workplaces, but it can have serious consequences in hospital surroundings. These capstone projects are becoming more and more common, and they affect nursing education, leadership skills, and so much more. Many of the nursing leadership capstone project ideas are severe and complicated. If writing a project, consider these ideas:

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Women’s Health Capstone Project Ideas

Many topics are specific to women’s health, such as those related to pregnancy and menopause. Capstone ideas may touch on effective nursing leadership styles, nursing leadership, and even multifactorial fall risk assessment. Here are some ideas to use:

Pediatric Nursing Capstone Project Topics

Providing top-quality care to children is imperative for healthcare facilities. If writing a project on this topic, these are the ideas to use:

Patient Falls Nursing Capstone Project Ideas

Falls present a huge risk, especially for elderly patients. These are the topics you can choose in this category:

Emergency Nursing Capstone Project Ideas

Your project can focus on the emergency departments in healthcare facilities. These topics could be interesting:

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Medical Surgery Capstone Project Ideas

We can see all types of surgeries performed daily throughout the world. This category is vast, and these are only some suggestions to use:

Nursing Informatics Capstone Project Ideas

Technology improved the healthcare industry. These are the suggestions if you want to focus on informatics in your project:

Need Nursing Capstone Project Help?

No matter how good you are in medicine, sometimes you may simply not have enough time to write a project. It happens to everyone. Or you can be too busy to prepare capstone project ideas for nursing or pediatric papers. In such moments, you should ask for help from a reliable capstone project writing service by PapersOwl. We are always ready to help our clients in any difficult situation and at any time. Don’t ever hesitate to ask for help from professional writers! We have extensive experience and years of honing our professional skills. Entrust your papers to us and get a custom project that guarantees you a satisfying result.

You will get a capstone course or patient falls nursing capstone project, an essay on outpatient fall risk assessment tools, or even deaf service users outcome measures written by experts who know what they are doing. We can help you with the Morse fall risk scale, nurse leaders, patient falls, and any capstone element you have on your mind or have to write for your own purpose. Some of these will be written by actual nurses. If you want to, you can deduce the outcome, which is always stunning.

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I am Dr. Paulus, an experienced academic writer. I am efficient, hardworking, and very flexible. As a student, I majored in History and Management but will be more than happy to work on any other subject. I write everything from scratch and do a unique research for every project.

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135 Best Capstone Project Ideas For Students To Consider

Table of Contents

Struggling to find an idea for a capstone project? This blog post will provide a list of creative capstone project ideas. Also, it will teach you how to pick a good topic for a capstone project.

Basically, at the end of the course, to evaluate the overall understanding of the students, the schools and colleges will ask every student or team to finish their assignment on any unique capstone project ideas. Right now, would you have to submit a capstone project? Are you looking for the best capstone project ideas? Well, for those who are struggling to come up with a topic for a capstone project, here in this blog post, we have composed a list of interesting capstone project topic ideas on various subjects. Additionally, we have also provided a detailed explanation of how to identify the right topic for a capstone project.

Read more to get exciting ideas for a capstone project.

What is a capstone project?

An Overview of Capstone Project – A capstone project is an academic work the instructors assign students to evaluate how well they have understood the entire course. Doing a capstone project is highly beneficial for the students because it would serve as a platform to portray their presentation skills, communication skills, and problem-solving skills. Its ultimate aim is to motivate the students to plan the project independently, perform in-depth analysis, work in a team, and finish the work before the deadline.

Whenever you are asked to submit a capstone project of your choice, to make your work stand unique in the crowd, you should pick an ideal topic. In general, selecting an idea for a capstone project is a challenging task, and also it requires a lot of planning. As there are plenty of capstone project ideas available in various disciplines, finding one perfect topic from it would be too difficult. So, you should be more careful with the topic selection. In the next section, let us see how to identify a good capstone project idea.

Capstone Project Topic Selection

The first step of a capstone project assignment is topic selection. Generally, the success of your project will mostly depend on the topic you choose to do. If you pick a not-so-good project idea, then chances are there for you to earn low scores. Hence, to spot a perfect topic and boost your academic scores, stick to the below-mentioned steps and tips during topic selection.

In case, you have a doubt about whether the capstone project idea you have chosen is perfect or not, consult with your instructors and get approval from them before you proceed with your project. Note that having a discussion with your instructors will help you to improvise your academic work and boost your grades as well.

app ideas for capstone project

List of Capstone Project Ideas

Here we have categorized and compiled a list of 100+ capstone project ideas on various subjects such as engineering, nursing, computer science, management, and so on. If you are running short of ideas, feel free to have a look at the list below and choose a project topic that is appealing to you.

Capstone Project Ideas for School Students

Are you a school student? Well, then the below-suggested list of capstone project ideas will be helpful to you.

MBA Capstone Project Ideas

The following are some captivating capstone project topic ideas that will be helpful to MBA students.

Marketing Capstone Project Topics

Marketing is a vast field with plenty of capstone project topics. Here are some gripping ideas for you to use.

Business and Accounting Capstone Project Ideas

Listed below are some capstone project ideas that would be helpful for the students to choose the best business and accounting research topics .

Engineering Capstone Project Topics

If you are an engineering student, then for your assignment, you can select a topic from any of the following capstone project ideas lists.

Nursing Capstone Project Ideas

Here are some exclusive capstone project ideas that will be helpful for nursing students.

Read More – Best Nursing Research Topics and Ideas For Students To Think About

Capstone Project Ideas related to Information Technology

Are you an IT student looking for a capstone project topic? Cool! Especially, to help you out, below we have recommended some excellent capstone project ideas related to information technology.

Computer Science Capstone Project Topics

If you are a computer science student, then the capstone project ideas listed below will be helpful to you.

Senior capstone project topics

Ph.D. Capstone project topics

The Bottom Line

To develop a winning capstone project, having a good topic alone will not help you. For an effective and efficient presentation of your project, you should conduct deep research on your selected topic.

In case, you need more innovative capstone project ideas or academic support to finish your capstone project, quickly reach out to us. We have a team of well-experienced assignment helpers in several disciplines to help you in completing your capstone project on time at a fair price.

Instead of giving heavy work to your brain, simply fill in your requirements in the order form and book your order. As per your requirements, our experts will offer you instant assignment help online and assist you in scoring the highest possible grade for a premium capstone project.

Just submit the order form and earn more scholastic benefits through our great assignment help services.

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Capstone Project Ideas: 20+ Examples You Can Work On in 2023

antony w

by  Antony W

January 2, 2023

capstone project ideas

Like the proverbial journey of a thousand miles, the secret of getting ahead on your capstone project is taking the first step.

In this case, that first step involves selecting the right topic and narrowing it down sufficiently, hence the need for an outline of some handy capstone project ideas.

At Help for Assessment, we understand the need of every student. Since you’re reading this, chances are you’re stuck with your capstone project and don’t know where to start.

This article will give you capstone project ideas in various fields that you can use to get started. We will cover:

This guide has been put together by the team of academic writing experts at Help for Assessment. We understand that capstone projects are a make or make it kind of thing, given their bearing on your graduation and future success.

That is why these experts are willing to teach you how to do a capstone project , not to mention help you with it so that you can ace your final year of school.

Choosing Your Capstone Project Ideas and Topics (From Scratch)

how to choose capstone project ideas

Instructors don't always give you the freedom to select your own capstone project idea. However, if you are free to choose one, it is a unique chance to prove yourself. 

There are simple steps to choosing a great topic idea and refining it to a proper thesis statement or research question as the case might be.

We already have a detailed guide for this here on our blog , as well as step-by-step guides on how to carry out your capstone project to completion.

In brief, however, this is how you should go about choosing the right capstone project idea.

Checklist For a Good Capstone Project

checklist for a good capstone project idea

Will it meet the requirements of your degree satisfactorily? It needs to cover a significant, preferably interdisciplinary portion of your senior studies.

Is it relevant to the profession you intend to join?

Is it interesting and provoking? Choosing a fascinating topic helps capture the interest of your audience and instructor. It also helps to keep you motivated even during the rough patches.

Does it have enough research, data, or supporting material already published? A novel idea may be good at first glance, but you will have a very hard time doing the necessary groundwork. The idea needs to be doable with the available resources.

Nursing Capstone Project Ideas

nursing capstone project ideas

Senior High School Capstone Project Topic Examples

BSN Nursing Capstone Project Idea Examples

Capstone Project Topics In Technology

technology capstone project ideas

Capstone Project Ideas in Business and Finance

These capstone project ideas are meant to be just that - ideas. They will help you get you on the right track and serve as a springing board to help launch your own.

Even then, these are only a very small sample given how wide the field of possibilities is. In essence, your imagination is the only limit when it comes to developing a magnificent capstone project.

Developing a good capstone project idea is only part of the battle. The challenge is only beginning, and how you implement it determines the outcome. We at Help for Assessment are committed to helping you achieve your academic dreams.

Our offer is always open - whenever you want a helping hand with your project, turn it over to us and rest assured that we will not rest until you have achieved your goals.

We stand by our promise of always delivering authentic, unplagiarized work written from scratch by our professional academic writers. If you ever need to have corrections done, we will do so for free and maintain constant, friendly communications throughout.

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About the author 

Antony W is a professional writer and coach at Help for Assessment. He spends countless hours every day researching and writing great content filled with expert advice on how to write engaging essays, research papers, and assignments.


Capstone Project Ideas That Will Get You That Sweet "A" Grade

Daniel Howard

Table of contents

What is a capstone project ? We have the whole blog dedicated to this question. Now, let's speak about worthy capstone project ideas as it is quite difficult to find them. You should use your research advisor’s help. Expert advice will help on the topic that will demonstrate what subject can be great for students’ proper training. You can overcome challenges and achieve required results by studying the topic thoroughly and understanding its essence. Use special academic articles, if you need help drawing a final line under the learning process. By choosing the main topic, you can reveal your skills and talents to the academic community, so no way should you neglect the preparation. You can get a good grade and demonstrate your best qualities by writing a single paper.

How to Come Up With Capstone Project Ideas

It takes time to look for the right capstone research project ideas. More so, than preparing the final paper. The fact is that it will be impossible to create an interesting project without having certain creative skills. Lacking ideas or insufficient work on covering your point will result in failure. Preparation for writing your capstone project includes this stages:

You can study only if you focus on the relevant topic. The lacking interest is quite noticeable in the paper, which is unacceptable. By brainstorming before writing the project, you should discover your advantages and demonstrate them properly. If you want instant results, then check out our  capstone project writing service . 

Medical Capstone Project Ideas

The best capstone project medical ideas are developed following a sample, with a suitable direction being easy to find. Delivering high-quality performance of the paper is important. After all, your work result depends on it. Every interested graduate can find a worthy topic on the Internet. Search for topics will be effective if you focus on some limited options.

Capstone Project Ideas for Nursing

The activity field plays a decisive role, so nursing capstone project ideas are worth paying attention to. Use different nursing essay examples for your writing. Keep in mind that you can count on your advisor’s help when preparing the paper. You should make a difficult choice from the following suggested options:

Don’t be afraid to look for a variety of topics! Restrictions will prevent you from making the right choice. Make sure that the chosen topic corresponds to your worldview. You should do everything possible so you can express your ideas in a comprehensible way.

Capstone Project Ideas for Healthcare Administration

Personal interest helps in covering the discussed healthcare administration capstone project ideas. You rarely get an opportunity to highlight an acute and exciting issue. You should take advantage! Take a look at these topics:

Solving diverse tasks accounts for most of the administrators’ work. Can you get on well with patients and employees? Great! It will make it possible to achieve the set goals on the cheap. Professionalism without proper experience is not that important, after all.

Pharmacy Capstone Project Ideas

The search for capstone project ideas on pharmacy implies developing common issues from the field. Pharmacists are medical employees who communicate with patients more often than others. The friendly attitude and opportunity to help a visitor make them work tirelessly. The choice of the article direction can influence your working attitude in the future. Interesting ideas are as follows:

Popular non-drug treatments of certain diseases cause complications. Project on a topic that concerns it will help in attracting attention to it.

Psychology Capstone Project Ideas

It is tricky enough to choose capstone project ideas for Psychology. After all, the topic is based on a certain interest. You should forget titles you are not interested in. You will get a good grade if you describe a few opinions on the covered topic. You can finish the course in Psychology by working on one of the following topics:

Diverse topics can show you from a new side. It will allow you to put forward your own theory.

Education Capstone Project Ideas

You can show skills and capabilities for critical thinking upon deciding your capstone project ideas on Education. Those students who have chosen the right direction can get topics and continue with their professional growth. The search for worthy topics about education in a school or college will become a starting point for future achievements.

Mathematics Capstone Project Ideas

The right Math capstone project ideas will allow you to take a new look at application of calculations in everyday life. The following list will help you with finding a suitable idea:

Explaining the interest in mathematics is difficult. This doesn’t mean that there are no interesting ideas for the graduation paper. Theoretical studies ensure validity of results and allow you to control your research.

Capstone Project Ideas: High School

What are some quality high school capstone project ideas, you may ask. The education system is undergoing major changes. It is worth paying attention to the consequences of such innovations. Transition to remote learning allows to detect shortcomings in a new teaching method and develop problem-solving strategies. Choosing topics will be easier if you look through the list of options:

By studying relevant topics, you will be able to prepare for the beginning of professional activity in educational institutions.

Science Capstone Project Ideas

Science capstone project ideas depend on your direction, but this doesn’t mean that there are any restrictions. During the preparation of your final project, after completing your studies at Department of Technology, you should find new perspectives and consider those topics that potentially can make some contribution. Student must research their field of interest and focus on suitable options. Searching for information takes time, but the result is worth your effort. A small review will help you find a relevant topic.

Biology Capstone Project Ideas

By studying capstone project ideas for Biology, you can get answers for common questions. You can also find a simple solution for some issues. Thus, students can influence processes and prevent false information from spreading. Following these ideas will help get a dose of inspiration for you project: 

An attempt in creating a fascinating written piece will be a successful subject for studying reliable information from a few sources.

Can't find a fitting capston project topic idea? Give StudyCrumb's topic generator a try. 

Physics Capstone Project Ideas

People’s interest in Physics is easy to explain. Simple and logically explained processes can help you get rid of vague questions easily. Right choice of ap physics capstone project ideas from the following list will provide you with necessary inspiration when preparing your paper:

Any physical phenomenon that you are interested in can become the main subject of your study.

Data Science Capstone Project Ideas

Application of advanced technological methods for studying research results makes it possible to simplify project preparation, so you shouldn’t refuse such support. There is a variety of interesting capstone project ideas data science available:

Keep in mind that your resources are not limited, so decide on a topic you are interested in. The more data you collect, the more field work you should go through.

Business Capstone Project Ideas

Conducting business activities enables you to cover various capstone project ideas Business. Final results of work will show how well resources have been allocated. This will also teach you to reach a new level using limited opportunities. Choice of a management tool affects research results as well. It will be much easier to cover your ideas if you shift attention to aspects of your interest. There are no other ways in which you can make your paper effective.

Management Capstone Project Ideas

Paper preparation will begin immediately after choosing project management capstone ideas and obtaining required information. Any organization that offers its services for visitors can become a research object. Modern trends show that following topics will find readers’ response:

Creating a kind of application will enable you to find a way out of any difficult situations.

Topics for Capstone Project in Finance

Since students gain knowledge about commercial organizations’ financial activities, it will be impossible to avoid Finance capstone project. Those business areas that actively use financial resources are of particular interest. To choose worthy ideas, you can have look at suggested options:

You can collect information you will need for your paper online.

IT Capstone Project Ideas

Using a global system so you can get results is no longer a new method. That's why choice of capstone project ideas for information Technology should be taken seriously. After all, modern computers are used more and more often in everyday life. It can provide access to a variety of publications. Use resources so you can cover a topic and be prepared to search far and wide for needed information. An advantage of choosing this field will be an opportunity to influence the future of an industry.

Computer Science Capstone Project Ideas

When it comes to capstone project ideas, Computer Science just begs to use opportunities offered by the Internet. An attempt of finding a suitable topic will be successful if you start with studying list of options for writing a paper about software:

Application of technology has reached a new practical level. You shouldn’t just get stuck with your regular printed books and papers. Searching for exciting topics and conducting studies won’t take long.

Cybersecurity Capstone Project Ideas

So, cyber security capstone project ideas are a thing nowadays. Cybersecurity plays an important role in the modern world, so, should you choose this field of study, don't ignore any piece information that you can find. Developing an exciting project will enable you to improve your skills and put them into practice. You should pay special attention to the following topics:

Progressive developers should enhance modern skills and their practical application. To write a paper, you may need to get permission from an administrator, so you should keep that in mind.

Graphic Design Capstone Project Ideas

A graphic designer is a sought-after expert in the modern world and capstone design project ideas should be as good as they can. List of specialist’s main tasks includes developing logos and booklets, writing a video series for advertising products, and much more. An attempt to create a new graphical solution is the first level of skills improvement. Search for topics is the second important step, with the following to help you:

By developing unique design, you will attract large companies’ attention and become a confident competitor in this field.

Engineering Capstone Project Ideas

Among capstone project ideas, Engineering is one of the most interesting topics. It’s also widely promoted around the world. Available resources are used in full force, which enhances technical progress. It is still too early to stop at what has been achieved, so one should keep working and demonstrate great results. Search for topics takes quite long since this field is rapidly developing. Transition to alternative solutions to everyday tasks forces us to look for safe and working ways to achieve your set goal.

Mechanical Engineering Capstone Project Ideas

To develop capstone project ideas for Mechanical Engineering, you need to be interested in finding a solution. It’s impossible to do this without a proper interest in a breakthrough. Use knowledge you got to your advantage and take a closer look at suggested list of exciting topics:

An unbiased look at existing problems will enable you to show your creative potential and prove that your are suited to be a mechanical engineer.

Electrical Engineering Capstone Project Ideas

What can you say about capstone project ideas for Electrical Engineering? Electrical engineering plays a special role in everyday life. It also significantly improves quality of life. Technology studies will not only emphasize its importance but will have you understand a thing or two about its efficiency as well. You can choose topics from the following list:

Choosing a specific direction will help you demonstrate your potential and focus on solving everyday problems.

Computer Engineering Capstone Project Ideas

With how important technology is nowadays, it's no surprise that capstone project ideas for Computer Engineering are quite popular. Students are engaged in developing new software for solving a variety of tasks. Your capstone project should be aimed at introducing computer systems-based technologies. Popular topics consist of a few relevant topics:

Introduction of engineering solutions in everyday life can improve quality of services. It can provide necessary support to people with health problems.

Civil Engineering Capstone Project Ideas

Civil Engineering capstone project ideas are important if you are interested in seeing physical evidence of your work in real life. To develop the selected area, you will need to make efforts to improve conditions for people to live in. If you want to answer some concerns of accomplished professionals in this field, you need to prepare a project on one of the following topics:

A study of natural resources influence on service life and peculiarities of building construction and a careful study of underlying factors will result in an improvement in current results.

Final Thoughts on Ideas for Capstone Project

Choice of work field is based on conducting research on capstone project topics. Lack of interest has a negative effect on quality. It will be much easier to test your achievements and skills in the course using the latest topics. Or  buy capstone project online for a shortcut.

Our paper writing service can help to write a capstone project for you. We guarantee meeting the deadlines and deliver a project og of high quality.

FAQ about Capstone Project Ideas

1. are capstone projects hard.

Completing the course in chosen specialty implies mandatory preparation of capstone projects. The main challenge is to choose a topic and conduct research. As a student, you should demonstrate your skills in a chosen field. It’s enough to take the first step in right direction, though. The main problem is to find a really interesting topic.

2. What is the point of capstone?

Purpose of preparing a capstone project is to demonstrate your professional attitude to raised problems. Using acquired knowledge and an opportunity to make the world a better place are the main reasons to start preparing final project.

3. What is the difference between a thesis and a capstone project?

It is worth paying attention to differences between capstone project and a thesis. Basically, thesis is written when you're aiming for bachelor's and master's degrees. Meanwhile, capstone project is a piece of writing that you are expected to finish (typically) at the end of high school. Considering this, the length and scope can be different. For instance, capstone focuses on a narrower and more specific area. At the same time, thesis is written on much broader topic.

4. Is capstone required?

No, a capstone is usually not required. Some schools may make it mandatory for certain degrees, though. Choosing a specific topic means that student is willing to take risks. It shows that you try to achieve their goal. There is no other way to draw a final line in the chosen education program.


Daniel Howard is an Essay Writing guru. He helps students create essays that will strike a chord with the readers.

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Guide Yourself with the Top Capstone Project Ideas and Secure A Grades

Sep 14, 2022 | Student Guide | 0 comments

Guide Yourself with the Top Capstone Project Ideas and Secure A Grades

Table of Contents

Best Guide to Choose Capstone Project Ideas for your Final year

Choosing the right capstone project ideas are one of the most important steps in completing your degree. Therefore, if you are looking for some valid direction on selecting a capstone project topic, then you are on the right track. Yes, this write-up will give you everything you need to know about coming up with the idea. Meanwhile, discover some useful facts about emotive language .

Capstone project

A capstone project is a required final project for students in their last semester. Capstone projects provide a way for students to show what they have learned from their education and why they attended the school. Unlike college, these papers come in different formats, maybe even a personal letter format , and requirements depend on the school. Also, it covers various subjects in management, marketing, education, accounting, nursing, business, medical, psychology, security, and many other topics. So, studying innovative capstone project ideas is beneficial to graduate students as it provides them with a chance to practice the following skills:

Capstone project

In addition, some schools offer pre-selected capstone project ideas high school and a laundry list of requirements for you to follow. However, sometimes you may select a good capstone project idea related to your educational field. Furthermore, you can also learn more about Controversial topics for teenagers in this article.

What do you do for a capstone project?

The capstone project demands a paper that is argumentative, expository or has a detailed analysis report. Students are responsible for choosing their ideas for capstone project and developing them to fulfil specific requirements set by the school. Moreover, projects must be submitted before graduation to get credit for them on the transcript. There are many ways to develop ideas for capstone projects. Thus, it’s best if college students have some expertise related to the topic and your professor has allowed such capstone projects ideas to get started on it. Meanwhile, get the top senior project ideas here.

For example— If you are willing to cover a topic on the nursing shortage, you need evidence-based practices to prove your point. Yes, you will need to perform in-depth research to find enough information to write on such topic ideas. So, let’s look at the steps to write on the education capstone project ideas.

Steps to writing a good capstone project

When you start the paper, it is essential that you create a good outline and then proceed further. Also, you can click here to learn how to write a claim . Meanwhile, follow these steps to write a good capstone project for academic papers:

app ideas for capstone project

Step 1 – Think about the work you completed for other classes and what improved as you progressed.

Step 2 – It is necessary to plan your writing process, including deciding how many pages you want to write each week and when you’ll take a break.

Step 3 – Your topic should interest you. So, always cover a real topic on Information technology or practical issue, and allow you to demonstrate your skills.

Step 4 – Moreover, gathering information from various resources is the first step in any research paper.

Step 5 – Develop a thesis statement for your topics.

Step 6 – Create an outline. And, before drafting a new project, imagine your essay and write it down in a logical order.

Step 7 – While writing, proofread the outline to ensure everything is included and in the proper sequence.

Step 8 – Create an introduction and conclusion. Also, the conclusion should synthesize what has been discussed in the body of the paper and provide a final statement on how this relates to your original claim.

Step 9 – Offer a title to your capstone project ideas.

Step 10 – Editing and proofreading your work can create a good academic paper.

Also, read 200 Research Paper Topics to craft an engaging essay.

Tips for choosing the most promising capstone project ideas

Choosing a topic for a capstone project can be difficult if you don’t have any guidelines to follow. So, you may feel lost. Therefore, to sum up a good computer science capstone project ideas, mental health capstone project ideas, marketing capstone project ideas, data mining, or any other capstone ideas, this checklist will help you explore your thoughts and decide on what projects to pursue. Likewise, you can explore our helpful guide on Leadership Statement by clicking here.

app ideas for capstone project

What are some common ideas for the best capstone projects for students?

Some common topics for capstone projects include cultural studies, criminology study, bilingual education, management, nursing, marketing, accounting, technology, software, urban studies research papers or psychology capstone project ideas. Thus, you can gladly choose any topic that interests you and is related to your field of study. Your search for who will take my online class ends here! To help you select the best topic we have created a informational video which you can refer here 

Computer Science Capstone Project Topics

Computer Science Capstone Project Topics

Nursing Capstone Project Ideas

app ideas for capstone project

Marketing capstone project ideas

Marketing capstone project ideas

Management capstone project Topics

app ideas for capstone project

Engineering capstone project ideas

app ideas for capstone project

Psychology project ideas

app ideas for capstone project

Senior capstone project ideas

Senior capstone project ideas

Of course, writing a senior capstone paper is difficult. Thus, only a professional from a reputed assignment help can design it carefully. Meanwhile, some of the common ideas for motivating students are:

What are some benefits of a capstone project?

No doubt, a capstone project offers many different personal and professional advantages for students, such as:

How can a capstone project help me in the future?

Doing a capstone project for your high school can benefit you if done well. Moreover, a capstone project shows college admissions officers that you’ve taken the initiative and isn’t afraid of taking the lead. Thus, it’s an opportunity to demonstrate your leadership skills demonstrated through collaboration. In addition, one of the ways that colleges can distinguish graduate students from undergraduate students is in their expertise.

If you are on the verge of your graduation process soon and want to make an impression on your potential employer, then starting your capstone project will highlight all the work you’ve done for your major or future profession. Thus, considering that the project could have a lasting impact on your life, you may decide to include an essay about it in any admissions or scholarship applications. Also, applying for a project like this would showcase your strong ambition and give the admissions officers clear impression of your future contributions to campus life and major subjects. If you are one of them dealing with capstone project ideas, you may also get help with the psychology homework help.

How Can a Capstone Project Help You in the Admissions Process?

Conducting capstone projects for high school students may help your college application. Also, if you have done these well, admissions officers might be impressed with your initiative and how such work shows that you’re not afraid of taking charge. So, if you follow up on a project with the help of your team, this is a perfect opportunity to demonstrate your leadership skills.

In addition, colleges expect students to be well-versed in their specialization of IT or cybersecurity capstone project ideas. So, starting your capstone project can be an excellent way to demonstrate the scope of your passion for or dedication to your chosen field and educational practices . Moreover, this type of project can be imposing to schools you apply to because it shows clear ambition and your interest in the campus community.

Which are some exclusive ideas for a capstone project for a sales course?

Sales capstone project ideas can include any of the following:

What are current ideas for a capstone project for a business course?

Business capstone project help ideas to improve marketing strategies may include:

Some ideas for the capstone projects within health.

The topics you may want to look into include—

Follow current ideas for a capstone project as a general music teacher.

Some of the best capstone project ideas for a student pursuing as a music teacher are:

Also, check out the various biology topics in our next blog.

Final words

Choosing a compelling topic for the capstone project is vital. So, if you’ve researched your topic and know what to include in your paper, you can easily present it to anyone reviewing it. Thus, we have gathered many capstone project ideas to help you find the best topic. So, take these ideas as your starting point and create a winning paper. But, if you find it challenging to choose the best topic, entrust this task to professionals. Moreover, a professional writer in academic writing is ready to help you meet all your deadlines.

Frequently Asked Questions

What's the ideal length for a capstone project.

A capstone project often relates to the intended speciality and demands good cooperation, public speaking, and analytical and critical thinking abilities. So, the project’s length will depend on the professor’s needs. However, it will typically be at least forty pages long.

Why is the Capstone project important?

Due to its practical applications and capacity to support students’ professional knowledge and abilities, the capstone project—typically the final assignment—plays a significant role in assisting students in becoming employable.

How to write the intro of a capstone project?

A capstone project is different from a typical essay or research paper. Thus, restating your thesis at the end of the introduction is insufficient. Also, you should pay close attention to outlining the justification for your endeavour while writing the introduction to your capstone project.

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Ideas for a Capstone project?

app ideas for capstone project

Hi guys, I’m doing my capstone project next semester. I was wondering what you guys have done in the past or any ideas that would be cool to do. I do most of my coding in Python and would like some ideas for cool things I could do in that language if possible.

Also, what is really expected for a capstone project? What are your experiences?

One thing you could do is look into something your school does that could be improved by software.

I forget the specifics but one capstone project that was done at my college had to do with streamlining the application process, which was being done archaically at the time.

The school didn't use it (the group didn't really finish the project) but it was cool to see an idea that had come from a real need the college had.

What are your interests? What advanced classes have you taken? A capstone is what you make of it, try to work on something valuable to you.

Honestly I fell in love with frontend developing, but I don’t think they’ll be too happy with just a simple website? Like I feel like it has to be bigger than that, that’s why I’m really lacking some ideas because I haven’t really been to interested in anything else.

Also, what is really expected for a capstone project?

Completely depends on your educational institution. Ask them.

Find somebody in the history, anthropology, polysci, or biology departments and work with them to write a monte-carlo simulation to explore an interesting question.

By focusing on monte-carlo simulation you can avoid making a fool of yourself with incorrect usage of statistics and still produce useful results.

The people telling you to improve tooling are wrong. Academics have all the tooling they need. It's a saturated market.

Going off of this, you might not need to do AI in order to work with the department. My current project is turning a math model developed by the environmental science department to mitigate flood damage. We now use it to make predictions to be used by a town and reduce damage to people’s properties. There’s a surprising amount of backend development that had to take place to get forecasts and do the math before returning to a nice simple front end that the professor and mayor can use.

These are also great questions to ask your capstone coordinator (I assume you should have one), I'm currently in the last month of mine, which is an internship with deliverables due.

I think a capstone should mean something to you. Only you could make it and you went the extra effort to make it the best work you’ve done at uni. So a good capstone draws from a lot of different fields, not just compsci—make compsci a tool for a larger issue or topic etc.

a good capstone should drive you crazy and test your limits, good luck :)

Personally, I was assigned a project by a company in the industry (we had a professor source these projects). While it is cool to work with a well-established professional, usually the projects aren't very interesting or lack reasonable scope. Personally, my team was handed a working software product and told to turn it into a product (make it downloadable, write documentation, bug fixes, etc.). While the software product is super cool, I had basically no part in building it and instead act as somewhat of a product designer while not leveraging much of what I learned in my education. So long story short, I think it's awesome that you can choose what project you have. I have so many good ideas that I would have loved to have dedicated a class to this semester.

You should see if there are any researchers at your university who have software they hate using... then make it better!

We partnered with a researcher to make a server/frontend that could run simulations using their super janky, command-line simulation software.

It really streamlined their workflow and allowed them to do much more with their time than screw around with parameters buried in text files and messy file organization.

It was a big success and they’re still using/improving it. Take a look! http://self-assembly.net/wiki/index.php?title=WebDNA

Would your institution allow open source projects as a capstone?

Blender 2.8x is currently going through a lot of development. Python is the scripting API for Blender. There might be some add-ons which need to be migrated from 2.79 to 2.8.

Whatever you do, seek out advice on how to set a realistic scope for the project. Understanding what you can do and how much time it will take is a skill that takes time to refine.

In my ugrad capstone we had to build a simple working operating system on a basic cpu that we built in digital circuits. It was a 1 year project and digital circuits was also an entire semester in and of itself.

That’s actually really cool, and to have a year to work on the project must’ve been nice too because you can really get into it. Mine is only a semester long, so it has to be something simple enough to do in that time frame but also complicated enough for a capstone. But damn...that’s a really cool idea.

A capstone project is really just a theoretical project for a company. But it can help you get a job after college if you put some work into it.

You mentioned you are learning Python and you enjoy front end development.

So why not build a web scraper that displays some type of data. There are tons of open API's, or websites with data to scrape. Python for data scraping and html/css/js for front end dev.

If you are looking for more of the networking path, build a network traffic analyzer from scratch.

If you haven't had some type of internship or part time job, think about a project that may relate to your future career choice. Good luck!

My internship was all frontend html/css/jquery stuff. I have done some light data scraping though, so maybe that’s a good route for me to go. The project is only a semester long, so that kinda freaks me out that I don’t have all that much time to work on it.

Use python, a raspberry pi to make a bird house with a camera in it that uses motion detection and can take picture in night and day. Have it connect to WiFi and run on a solar panel. Weather proof it. Make a web server using python so you can download pictures through a web interface

This is actually brilliant. I’m putting this down on my list. I love working with motion detectors and raspberry pi.

I became proficient with SQL Server 2008 at an internship before college. Like, just for an example of a crazy hack which was driven by a real-world business case, there was this table that had on the order of 3 rows in it, but the rows were changed ~quarterly by a non-technical user. The rows corresponded to columns in some fancy report, and so we used a PIVOT clause (I think it was PIVOT) to generate that report. Problem is PIVOTs have to be hardcoded. So I ended up writing a stored procedure that ran on insert/update/delete, to generate and eval the sql to write the stored procedure for that report.

So basically, I entered college obsessed with the idea of sinking business logic into the database engine. On the one hand, one wants their business logic all in one place, with a strong focus on logical coherence. But on the other hand, thought me, why not put it as close to the data as possible ?

It's not clear this was a good idea. But it was my obsession.

So for my capstone project, I wrote a database engine from scratch, predicated around this. I wrote it in C#, and my crowning achievement was that the query language was C# lambda expressions. I straight up serialized the lambda expression, shipped it to the db server, and ran it in place, on the remote server. The results were then streamed back.

It was terrible, but mostly because I spent more time on the "query language" than I did on the part where it was a database engine. I wrote a custom serialization format for the network io, which was focused on small size. But I ran out of time, so I literally dumped it to disk, for the storage layer. It was variable width with no indexing, so it had to do a linear scan over the entire db to find the record you asked for.

But that wasn't the point. The point was

I was obsessed with a very specific part of it.

I implemented that part.

I hacked the rest of it, sufficiently, to support that part.

This, in my opinion, is what makes a good capstone project.

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Telecommunication customer churn classification (machine learning).

This challenge is for an African telecommunications company that provides customers with airtime and mobile data bundles. The objective is to develop a machine learning model to predict the likelihood of each customer “churning,” i.e. becoming inactive and not making any transactions for 90 days. This solution will help this telecom company to better serve their customers by understanding which customers are at risk of leaving. The dataset Variable Definition The churn dataset includes 19 variables including 15 numeric variables and 04 categorical variables. user_id – User ID REGION - The location of each client TENURE - Duration in the network MONTANT - Top-up amount FREQUENCE_RECH - Number of times the customer refilled. REVENUE - Monthly income of each client ARPU_SEGMENT - Income over 90 days / 3 FREQUENCE - Number of times the client has made an income. DATA_VOLUME - Number of connections ON_NET - Inter expresso call ORANGE - Call to orange TIGO - Call to Tigo ZONE1 - Call to zones1 ZONE2 - Call to zones2 MRG - A client who is going. REGULARITY - Number of times the client is active for 90 days. TOP_PACK - The most active packs FREQ_TOP_PACK - Number of times the client has activated the top pack packages CHURN – Target variable to predict.


EXPLORATORY DATA ANLYSIS Some of the columns had most of the data missing. These columns include ZONE1, ZONE2, user_id, TOP_PACK, MRG. These columns had at least more than 50% of the data missing. For this classification project, the user_id column will not be needed so it must also be dropped or deleted. To drop the columns you use this code; df.drop(['ZONE1', 'ZONE2','user_id', 'TOP_PACK','MRG'], axis = 1, inplace = True)

Most of the data was this dataset were missing or not provided. Most of the missing data were in the numeric columns. Such columns include. FREQUENCE, ON_NET, ARPU_SEGMENT and others. In filling out these null values the mean and median of that column was used. For example to fill the null values in the FREQUENCE column with the mean, use df['FREQUENCE'] = df['FREQUENCE'].fillna((df['FREQUENCE'].mean())).


The data was split into train and evaluation sets in the proportion of 80% and 20% respectively. Since all remaining columns are numerical there will not be the need to encode them. But before training, the numeric columns have to be scaled. Feature scaling in machine learning is one of the most critical steps during the pre-processing of data before creating a machine learning model. Scaling can make a difference between a weak machine learning model and a better one. The most common techniques of feature scaling are Normalization and Standardization. In our case we’ll use the Standard scaler.


Several classification models were used for the training. Most of them performed very well. Below are the trained models and their socre. Model Accuracy Precision Recall F1 Score F2 Score 0 Random Forest 0.864683 0.670775 0.546944 0.602563 0.609065 1 Logictic Regression 0.855054 0.616967 0.599099 0.607902 0.602589 2 Naive Bayes 0.597981 0.313883 0.964281 0.473603 0.681750 3 Cat Boost 0.864869 0.669265 0.552538 0.605326 0.572509 4 Decision Tree 0.838342 0.566744 0.586104 0.576261 0.582127 5 Gradient Boost 0.864674 0.668091 0.553355 0.605334 0.573038 6 Random Forest (HP) 0.864632 0.655017 0.587812 0.619597 0.600126 7 Cat Boost (HP) 0.864980 0.672332 0.546350 0.602830 0.567622 8 Decision Tree (HP) 0.857394 0.634402 0.565559 0.598006 0.578105 9 Decision Tree (HP) 0.859121 0.641611 0.563727 0.600153 0.577753

From all the models that was trained, the random forest model, compared to the other models had the best score in terms of accuracy. It had a prediction accuracy of 86% (ahead of the others in decimals). Naive Bayes didn’t have a good accuracy score but had a very good recall score of 96%. All other models had similar scores that had accuracy scores within 85 - 86%, recall score within 50 - 85%, Precision score within 45 - 60%, F1 score within 50 - 65% and F2 score within 50 - 70%.


Please follow the instructions to setup this project on your local machine.

You need to have Python 3 on your system (a Python version lower than 3.10). Then you can clone this repo and being at the repo's root :: repository_name> ... follow the steps below:

python -m venv venv; venv\Scripts\activate; python -m pip install -q --upgrade pip; python -m pip install -qr requirements.txt Linux & MacOs:

python3 -m venv venv; source venv/bin/activate; python -m pip install -q --upgrade pip; python -m pip install -qr requirements.txt Execution To run the project, please execute one of the following commands having the venv activated.

python's command

python src/main.py uvicorn's command

uvicorn scr.main:app Open the api in the browser : Open the api's documentation in the browser :


This is a streamlit app developed to create an interface for a machine learning model used to predict customer churn in a telecommunication company.

To setup this project, you need to have Python3 on your system. Then you can clone this repo and being at the repo's root :: repo_name> ... follow the steps below:

python3 -m venv venv; source venv/bin/activate; python -m pip install -q --upgrade pip; python -m pip install -qr requirements.txt NB: For MacOs users, please install Xcode if you have an issue.

Execution Run the Streamlit app (being at the repository root):

streamlit run src/streamlit_app.py Go to your browser at the following address :



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    OBJECTIVE. This challenge is for an African telecommunications company that provides customers with airtime and mobile data bundles. The objective is to develop a machine learning model to predict the likelihood of each customer "churning," i.e. becoming inactive and not making any transactions for 90 days. This solution will help this ...