Mathematics for Data Science

In this article, we have explored where and how different domain of mathematics are used in Data Science. We have covered core ideas of Probability, Linear Algebra, Eigenvalues, Statistics and much more.

Table of ContentsIntroduction to Statistics and Probability for Data Science
* Basics of probability
* Mean, Standard deviation and Variance
* Covariance and correlation
* Hypothesis Testing
* Regression
* Bayes theorem
* Distribution of dataIntroduction to Linear algebra for Data Science
* L...