Introduction to Machine Learning. Episode 10, Pitfalls in Applying 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) (28 minutes): digital, .flv file, sound
ISBN/ISSN
13413147
LANGUAGE
English
NOTES
Title from title frames
Explore pitfalls that loom when applying machine learning algorithms to real-life problems. For example, see how survival statistics from a boating disaster can lead to false conclusions. Also, look at cases from medical care and law enforcement that reveal hidden biases in the way data is interpreted. Since an algorithm is doing the interpreting, understanding what's happening can be a challenge
Film
In Process Record
Michael Littman
Originally produced by The Great Courses in 2020
Mode of access: World Wide Web
In English