Introduction to Machine Learning. Episode 22, Causal Inference Comes to Machine Learning
(2023, original release: 2020)
Nonfiction
eCourse
Details
PUBLISHED
The Great Courses, 2020
[San Francisco, California, USA] : Kanopy Streaming, 2023
[San Francisco, California, USA] : Kanopy Streaming, 2023
DESCRIPTION
1 online resource (streaming video file) (30 minutes): digital, .flv file, sound
ISBN/ISSN
13413172
LANGUAGE
English
NOTES
Title from title frames
Get acquainted with a powerful new tool in machine learning, causal inference, which addresses a key limitation of classical methods: the focus on correlation to the exclusion of causation. Practice with a historic problem of causation: the link between cigarette smoking and cancer, which will always be obscured by confounding factors. Also look at other cases of correlation versus causation
Film
In Process Record
Michael Littman
Originally produced by The Great Courses in 2020
Mode of access: World Wide Web
In English