introml
Online class
Unit 6. Linear Classification and Logistic Regression
Slides:
[pdf]
[Powerpoint]
Motivating Example: Diagnosing Breast Cancer
[YouTube]
[DB Video]
(12 minutes)
In-Class Exercise: Complete in-class exercise in
breast cancer demo notebook
Linear Classifiers:
[YouTube]
[DB Video]
(15 minutes)
In-Class Exercise: Question 1 in
in class exercise notebook
Linear Regression:
[YouTube]
[DB Video]
(19 minutes)
In-Class Exercise: Question 2 in
in class exercise notebook
Fitting Classifiers:
[YouTube]
[DB Video]
(18 minutes)
In-Class Exercise: Question 3 in
in class exercise notebook
Return to the Breast Cancer Example:
[YouTube]
[DB Video]
(10 minutes)
In-Class Exercise: Question 4 in
in class exercise notebook