Working on data science projects will help you improve your problem-solving skills and a good collection of data science projects will strengthen your portfolio which will leave a strong positive impact on your profile as a data scientist. So if you are looking for data science project ideas, this article is for you. In this article, I’m going to introduce you to some of the best data science project ideas that you must try.
Data Science Project Ideas
Whenever you want to get ideas for a data science project, just look around what is going on, you will get lots of ideas for creating a data science project. The purpose of creating data science projects is to show how you can solve problems with your data science skills. So if you can solve or find the problems that are going around the world, it will impress any recruiter. So here are some of the best data science project ideas you must try.
Covid-19 Vaccine Analysis:
One of the hottest topics of the past two years is Covid-19. If you are creating any type of data science project based on Covid-19, this will help you have a recruiter’s eye on your profile. So, in the covid-19 vaccine analysis task, you can analyze which country uses which vaccines, how many vaccines are common in most countries and many more ideas you can think of. So, to get an idea of how you can work on this project, you can learn more about it here.
WhatsApp Chat Sentiment Analysis:
WhatsApp is one of the most used messaging apps today. It is found in most smartphones running on any operating system. You must have a friend or colleague with whom you discuss your professional and personal life a lot. So what you can do is collect your WhatsApp chat data with any person or even a group and perform sentiment analysis of those chats. This will show that you can collect data from apps and work using raw dataset. To get an idea about how to work on this data science project, you can learn more about it here.
Hotel Recommendation System:
A recommendation system is one of the most popular applications in data science. If you want to create a project based on a recommendation system, try to choose something that is not very common. For example a hotel recommendation system, it is not as common to be found in data science resumes like movies and book recommendation system. So, to create a recommendation system on a unique topic, you can get your hands on Hotel Recommendation System. You can get an idea of working on this project from here.
So these were some of the best data science projects ideas that you must try. I hope you now have understood how to get ideas to create data science projects. You can find a collection of data science and machine learning projects solved and explained from here. I hope you liked this article on data science project ideas. Feel free to ask your valuable questions in the comments section below.