Only learning theory is not enough. That’s why everyone encourages students to try artificial intelligence projects and complete them. From following the artificial intelligence trends to getting their hands dirty on projects.
These projects will help you in advancing your skills as an expert while testing your current knowledge at the same time. You can use artificial intelligence in multiple sectors.
In this article, we’ll be discussing some of the most exciting artificial intelligence project ideas for beginners:
Why you should do AI-Based Projects
There are many benefits to doing a project on artificial intelligence. This topic is extensive and diverse. Moreover, it requires you to have a considerable amount of technical knowledge.
Doing AI-based projects can help you in multiple ways. Here are the main reasons why:
You get hands-on experience with these projects. You get to try out new stuff and understand how everything works. If you want to learn the real-life application of artificial intelligence, then it’s the best way to do so.
Artificial Intelligence projects cover numerous industries and domains. And unless you complete them yourself, you won’t know what challenges they give. By completing these projects, you will become more proficient with AI as well.
After learning AI, you’d surely want to get a job in this field. But how will you showcase your talent?
AI projects can help you in that regard too. They help you show your skills to the recruiters. Each project poses a different challenge, and you can mention them while describing the project.
Apart from that, it also shows that you have experience in applying your AI knowledge in the real-world. There’s a considerable difference between theoretical knowledge and practical knowledge. The artificial intelligence projects for students you would’ve completed will enhance your portfolio.
See your Progress
You can find out how much of an AI expert you have become only by completing such projects. These projects require you to use your knowledge of artificial intelligence and its tools in creative ways.
If you want to see how much progress you’ve made as an artificial intelligence expert, you should test your knowledge with these unique and interesting projects.
Artificial Intelligence Mini Projects
Finding artificial intelligence projects for students can be tricky. That’s why we have assorted the following list of the same:
Predict Housing Price
In this project, you will have to predict the selling price of a new home in Boston. The dataset of this project contains the prices of houses in different areas of the city. You can get the datasets for this project at the UCI Machine Learning Repository.
Apart from the prices of various homes, you will get additional datasets containing the age of the residents, the crime rate in the city, and locations of non-retail businesses. For beginners, it’s a great project to test your knowledge.
Enron was one of the biggest energy companies at a time in the US, but it collapsed in 2000 because of a significant allegation of fraud. It was a massive scandal in American history.
Enron might have gone, but its database hasn’t. The database we’re talking about is its email database, which has around 500,000 emails between its former employees and executives. All the emails in the database are real, so this project gets more interesting.
You can use this database for social network analysis (building graph models to find influencers) or anomaly detection (find abnormal behavior by mapping the distribution of sent emails).
This project is quite popular among data scientists, so don’t hesitate to ask a question in the community.
You can get the data for this project here.
Stock Price Prediction
ML experts love the share market. And that’s because it’s filled with data. You can get different kinds of data sets and start working on a project right away.
Students who are planning to work in the finance sector would love this project as it can help them get a great insight into different sections of the same. The feedback cycles of the stock market are also short, so it helps in validating your predictions.
You can try to predict 6-month price movements of a stock by using the data you get from the organization’s provided reports.
E-commerce has benefitted dramatically from AI. The finest example is Amazon and its customer recommendation system. This customer recommendation system has helped the platform in enhancing its income tremendously thanks to better customer experience.
You can try to build a customer recommendation system for an E-commerce platform, as well. You can use the browsing history of the customer for your data.
One of the best AI-based projects is to create a chatbot. You should start by creating a basic chatbot for customer service. You can take inspiration from the chatbots present on various websites. Once you’ve created a simple chatbot, you can improve it and create a more detailed version of the same.
You can then switch up the niche of the chatbot and enhance its functions. There are many new chatbots you can create using AI.
When you complete the projects mentioned above, you can start working on some of the other topics for AI projects mentioned below:
– Differentiate the music genre from an audio file
– Image reconstruction by using an occluded scene
– Identify human emotions through pictures
– Summarize articles written in technical text
– Filter the content and identify spam
Wrapping up: Learn AI the Smart Way
Learning AI can be quite easy if you have the right guidance, mindset, and study material. We’re sure that these projects will help you in enhancing your expertise in artificial intelligence. And by looking at the variety of projects present, you must’ve figured out how powerful AI is.
You should certainly give these projects a try. You’ll learn a lot. Masters in ML and AI increase your chance of landing on a high-paying job. Check out upGrad & IIIT-Bangalore’s Master’s in ML and AI course.