The world is reeling with the news of tech giants pulling plugs off their ai projects and research divisions. While data science and AI quickly recovered from the Covid-19 crisis, the Ukraine war disrupted the supply chain. Inflation went through the roof, bringing in an economic headwind. As obvious, economic crises always go hand-in-hand with layoffs.
The Silver Lining?
Despite the economic crisis, experts believe there is no slowing down of ai projects and innovation.
Infact, Scott Stephenson, CEO at Deepgram told VentureBeat –
AI will continue to be central to business in 2023, by cutting costs and increasing innovation. Simply put, AI will help us do more with less.[source]
AI is so deeply imbibed in our daily life that it is impossible to halt it completely. Experts predict a U-shaped recovery – descent, stagnation, and slow recovery. Also, putting all fears to rest, experts also state that AI will not replace humans entirely.
Vishal Sikka, founder, and CEO of Vian AI, a human-centered AI platform, says –
AI won’t — and shouldn’t — replace humans in the near term.
He strongly believes that AI is nowhere close to human judgment.
More and more systems will be designed to amplify human judgment — to aid people and encourage AI symbiosis, rather than seeking to have AI replace the user.
What does this mean for you?
It is one thing to learn the theory of AI. Looking at how AI is shaping the present and future, the demand for skilled AI professionals will increase – professionals who understand the power of AI and the modern market.
Your chance to show your skills and your understanding of the present market is through your AI project. AI related projects can help you take a modern-day problem head-on and show a solution that is both lean and scalable. Your AI related projects can help you showcase your understanding of an organization’s working or core value proposition.
In this article, we have curated 21 top ai projects ideas for students that take you from simple ai projects to advanced artificial intelligence projects. These artificial intelligence based projects will help you grasp various techniques such as bag-of-words, random forest, LempelZiv (LZ) algorithm, Markov Model (MM), Neural Networks (NNs), Bayesian Networks, Association rules, Word2Vec approach, k-nearest neighbor classifier, Bonferroni, FDR corrections, and much more.
Benefits of Doing an AI Project
Industries across the world are demanding AI-based software applications like never before. According to a study by Statista, industries will grow to $126 billion by 2025 through AI applications .
No businesses are ready to ignore this opportunity. Companies that have implemented AI-based chatbots have experienced great growth in their businesses. Through artificial intelligence based projects, you get the upper hand in learning the concepts and applying them practically. In a nutshell, the benefits of doing ai projects include:
- Self-learning through practical applications
- Understanding market and industries deeply
- Acquire the ability to solve problems with the leanest available solution
- Design AI-based solutions that are scalable
- Create a handsome resume that speaks volumes of your capabilities as a professional
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All said and done. Now, let’s get started with ai project ideas.
15 Top AI projects ideas for for Students and Professionals
There are many interesting artificial intelligence based projects. However, selecting the type of project will depend on several factors. These include your interest, time, budget, and trending topics.
You can also shortlist the AI related projects by understanding the challenges in companies from the domain you are interested in. Solving their problems will give you a hands-on experience with the work they are doing. However, certain artificial intelligence projects are typically necessary for you to gain confidence in AI and its associated topics.
We have put together different AI related project ideas to help you start your journey of learning AI.
Also Read: How to Learn AI and ML Tools by Yourself?
Interesting Artificial Intelligence Projects in Python
1. Predicting users’ upcoming location
Predicting the user’s most probable next location (next summer vacation or holiday destination, next restaurant, etc.) becomes an important requirement to make better decisions for future services.
This project on artificial intelligence is ideal for services like healthcare applications, network management, travel management, and so on.
Working on this AI project model will help you to understand the LempelZiv (LZ) algorithm, Markov Model (MM), Neural Networks (NNs), Bayesian Networks, and Association rules.
2. Detecting social media scam
The popularity of YouTube, Instagram, and Facebook attract not only genuine users and viewers, but also spammers. As a result, there is an increase in unwanted spam posts, images, videos, and comments. Even bots may be spamming your email, SMS inbox, and the comment section of social media accounts.
The nature of this spam can range from frivolous promotions of products to more problematic hate-mongering designed to incite people by demeaning their political, social, or religious beliefs.
An AI model can be created by training it on simple spam v/s ham messages.
Distance-based algorithms like Euclidean distance or other similarity-finding algorithms (for example, cosine similarity) can help identify spam messages.
Pretrained models like ALBERT can offer better results. Similar models can also be used to auto-flag offensive or hateful messages.
Here is an example of an AI-based YouTube spam comment detection model. It can be devised as a project on artificial intelligence where you will be focusing on text and words.
In this project, artificial intelligence will help classify internet comments as spam or not. Here’s another sample project to detect Twitter Bullying using AI and ML: