The No Free Lunch Theorem states that there exists no learning algorithm better than any other given one, thus making it necessary for a ML Engineer to know their ways around multiple ways to tackle a problem.
In this talk we'll have a look at common algorithms and models that a ML Engineer should know and when to actually use them.