AI development professionals must grasp probabilities, which serve as the foundation for machine learning. Traditional software developers often use functions from online libraries which relieves them from having to actually do the math themselves. AI developers need to be able to write and understand complex algorithms so that they can move on to finding insights and patterns inside data.