Can anyone help me with some ideas related to Machine Learning for my final year project?

It should be something that a beginner can plan and work upon. I started learning about Machine Learning a few months back and want to test my skills to create a Machine Learning projects for final year.

It would be great if you can share some example of such projects and guidance if possible.