Rutgers Classifieds>Rutgers Online Courses>Advanced Linear Models for Data Science 2: Statistical Linear Models

Advanced Linear Models for Data Science 2: Statistical Linear Models

About this Course

Welcome to the Advanced Linear Models for Data Science Class 2: Statistical Linear Models. This class is an introduction to least squares from a linear algebraic and mathematical perspective. Before beginning the class make sure that you have the following: - A basic understanding of linear algebra and multivariate calculus. - A basic understanding of statistics and regression models. - At least a little familiarity with proof based mathematics. - Basic knowledge of the R programming language. After taking this course, students will have a firm foundation in a linear algebraic treatment of regression modeling. This will greatly augment applied data scientists\' general understanding of regression models.

Created by: Johns Hopkins University


Related Online Courses

Do you have data and wonder what it can tell you? Do you need a deeper understanding of the core ways in which machine learning can improve your business? Do you want to be able to converse with... more
Where have you experienced biology today? Journey through the science of life through the lens of our daily lives. This specialization is intended to bridge the gap between traditional biology... more
This course covers commonly used statistical inference methods for numerical and categorical data. You will learn how to set up and perform hypothesis tests, interpret p-values, and report the... more
Are you ready to take your digital marketing skills to new heights and boost your brand\'s visibility? This comprehensive course is tailored to help learners enhance brand awareness, engage target... more
This course is intended for blockchain developers, auditors, compliance officers, CTOs, and tech executives seeking to upskill in secure contract writing, blockchain compliance, blockchain... more

CONTINUE SEARCH

FOLLOW COLLEGE PARENT CENTRAL