Regression Models is course 7 of 10 in the Data Science Specialization..
Least Squares and Linear Regression
This week, we focus on least squares and linear regression.
Graded: Quiz 1
Linear Regression & Multivariable Regression
This week, we will work through the remainder of linear regression and then turn to the first part of multivariable regression.
Graded: Quiz 2
Multivariable Regression, Residuals, & Diagnostics
This week, we'll build on last week's introduction to multivariable regression with some examples and then cover residuals, diagnostics, variance inflation, and model comparison.
Graded: Quiz 3
Week 4: Logistic Regression and Poisson Regression
This week, we will work on generalized linear models, including binary outcomes and Poisson regression.
Graded: Quiz 4
Graded: Regression Models Course Project - Peer Review