Be prepared to explain how you favourite algorithm works! https://www.quora.com/What-are-some-of-your-favorite-algorithms

Tip: If you are feeling confident, you can say that you bias towards solving a business problem vs having a favorite algorithm. And then say something like, if I had to pick algorithm that I have used most often, it’s “Linear regression” for example.