Predict the future with "old school maths"

Have you ever wondered what is inside the Machine Learning models? Do you wish to understand more, but the maths are too scary? Fear not! In this talk we will decompose the machine learning models into basic comprehensible elements! This talk will go through the principles behind the popular machine learning models. We will focus on the problems we are trying to solve, the quality of the data required, and the appropriate methods used for a series of common problems.