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Introduction to Machine Learning. Episode 16, Text Categorization with Words as Vectors.

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Material type: Film

FilmPublisher number: 13413160 | KanopyPublisher: The Great Courses, 2020Publisher: [San Francisco, California, USA] : Kanopy Streaming, 2023Description: 1 online resource (streaming video file) (30 minutes): digital, .flv file, soundContent type:

two-dimensional moving image

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computer

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online resource

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Education films.

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Michael LittmanSummary: Previously, you saw how machine learning is used in spam filtering. Dig deeper into problems of language processing, such as how a computer guesses the word you are typing and possibly even badly misspelling. Focus on the concept of word embeddings, which "define" the meanings of words using vectors in high-dimensional space, a method that involves techniques from linear algebra.

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Michael Littman

Originally produced by The Great Courses in 2020.

Previously, you saw how machine learning is used in spam filtering. Dig deeper into problems of language processing, such as how a computer guesses the word you are typing and possibly even badly misspelling. Focus on the concept of word embeddings, which "define" the meanings of words using vectors in high-dimensional space, a method that involves techniques from linear algebra.

Mode of access: World Wide Web.

In English