Much Needed Mathematics for Machine Learning Algorithms

Data Science, Business Analytics or Business Intelligence all of these are birds of the same nest and they have some features in common, It is safe to say that they are same same but different. One of the common features is the algorithms and models to compare, analyse and predict stuff. Some of the most commonly used machine learning algorithms with mathematics are explained as follows. Linear regression tries to represent the relationship between two variables by fitting a linear equation. Where, One variable is illustrative, and the other is supposed to be dependent.