July 2017
Beginner to intermediate
486 pages
13h 49m
English
Content preview from Python Natural Language Processing
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Understanding algorithmic techniques and the mathematics behind the word2vec model
This section is very important, as we are going to discuss here the core algorithms that have been used in word2vec. By the end of this section, there won't be any secrets left in order for you to understand the concept of word2vec. Thus, this section is converting word2vec black box into word2vec white box. Here, I'm going to include the math part as well, so readers can understand the core concepts in a better manner. Don't worry if you don't know the math, because I will provide you with some resources that you may find really useful.
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
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.