When to use Deep Learning in a Data Science Problem

Answering the question what AI method should I use to address this specific problem?

One of the most common questions I get in my day-to-day job at Microsoft is: what AI method should I use to address this specific problem?

Not just in my current team, but I work with many teams at Microsoft to answer this question.

A lot of the time, it is related to recommendation systems, but it can also be about general AI problems.

The answer is compl…