Introduction to Machine Learning. Episode 6, Bayesian Models for Probability Prediction
2023
Computer Files, Websites
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).
Author:
Great Courses, The, film directorLittman, Michael, actorThe Great Courses (Firm), distributorKanopy (Firm), distributor
Imprint:
The Great Courses, 2020.[San Francisco, California, USA] : Kanopy Streaming, 2023.
Collation:
1 online resource (streaming video file) (29 minutes): digital, .flv file, sound
Notes:
Title from title frames.FilmIn Process Record.Originally produced by The Great Courses in 2020.In English
Performers:
Michael Littman
System details:
Mode of access: World Wide Web.
Language:
English
BRN:
448835
Electronic access:
Access eFilm - A Kanopy streaming videohttps://www.kanopy.com/node/12413140/external-image - Cover Image