How To Generate Machine Learning Use Case Ideas For Your Portfolio Project

Your portfolio project could make or break your chances of landing a job. With a growing number of people aspiring for a career in machine learning, it's important that you're able to distinguish yourself from the other candidates. In this light, many use their portfolio project to set themselves apart and grab the attention of hiring managers. You can work on competitions from Kaggle for your project. But, realizing the full experience of an ML engineer comes from working through the entire machine learning workflow, which is best done when working on your own unique project -- Kaggle skips the early stages of the machine learning workflow.