### Math Skills:

###### Probability and Statistics :

Machine learning is very much closely related to statistics.

You need to know the fundamentals of statistics and probability theory,descriptive statistics, Baye's rule and random variables, probability distributions,sampling, hypothesis testing, regression and decision analysis.

###### Linear Algebra:

You need to know working with matrices and some basic operations on matrices such as matrix addition, subtraction, scalar and vector multiplication, inverse, transpose and vector spaces.

###### Calculus:

Basics of differential and integral calculus.