20 AI Project Ideas to Improve Your Skills in ML

Serokell
14 min readApr 28, 2023

In this article, we give a comprehensive overview of AI project ideas, from beginner-friendly to more advanced challenges. By working on these AI projects, you can gain valuable skills in machine learning research and development, build a portfolio, and make your contribution to the fast-developing field of artificial intelligence.

One of the great things about AI is that it is a highly interdisciplinary field. There is no one-size-fits-all approach to AI projects. No matter which background you have, you can find a niche in the field.

How to pick an AI project?

Here’s the best way to choose a fun ML project that fits your learning objectives.

1. Find stuff that interests you.

Create two lists. In the first, write down your main interests. In the second, cool machine learning projects, such as the ones we mention below. At the intersection of the two, you’ll find AI projects that are both fun to work on and useful to implement.

2. Check if you have data.

With several possible projects on hand, check the availability of datasets. For example, you can use this collection of free datasets.

3. Ready, steady, go!

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