August 2017
Beginner to intermediate
340 pages
8h 42m
English
Content preview from Mastering Machine Learning with Spark 2.x
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Word2vec explained
First things first: word2vec does not represent a single algorithm but rather a family of algorithms that attempt to encode the semantic and syntactic meaning of words as a vector of N numbers (hence, word-to-vector = word2vec). We will explore each of these algorithms in depth in this chapter, while also giving you the opportunity to read/research other areas of vectorization of text, which you may find helpful.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.