Core math topics like linear algebra, statistics, and calculus form the foundation of data science.• Real-world projects and ...

It is assumed students have taken at least a first course in linear algebra. Course content. A solid coverage of the most important parts of the theory and application of regression models, and ...

Includes vector spaces, matrices, linear systems, and eigenvalues. Includes the basics of floating point computation and numerical linear algebra. Specific Goals. By the end of this course, students ...

Duration: 12h. In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial ...

This Guy Learned Linear Algebra in Ten Days, And You Can Too At MIT you can take a ton of science classes online. And, in true MIT fashion, someone just did them all at an extraordinary speed.

It is assumed students have taken at least a first course in linear algebra. ... Dobson, A.J. (2008). An Introduction to Generalized Linear Models. Fox, J. (2015). Applied Regression Analysis and ...