Introduction to Machine Learning. Episode 6, Bayesian Models for Probability Prediction
(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) (29 minutes): digital, .flv file, sound
ISBN/ISSN
13413139
LANGUAGE
English
NOTES
Title from title frames
A program need not understand the content of an email to know with high probability that it's spam. Discover how machine learning does so with the Naive Bayes approach, which is a simplified application of Bayes' theorem to a simplified model of language generation. The technique illustrates a very useful strategy: going backward from effects (in this case, words) to their causes (spam)
Film
In Process Record
Michael Littman
Originally produced by The Great Courses in 2020
Mode of access: World Wide Web
In English