July 2018
Intermediate to advanced
474 pages
13h 37m
English
book
Apache Spark Deep Learning Cookbook
by Ahmed Sherif, Amrith Ravindra, Michal Malohlava, Adnan Masood
Content preview from Apache Spark Deep Learning Cookbook
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How it works...
- The clean_document function removes all whitespaces, punctuation, uppercase text, and quotation marks, and splits the entire document into tokens, where each token is a word.
- By printing the total number of tokens and total unique tokens in the document, we will note that the clean_document function generated 51,473 tokens, out of which 5,027 tokens (or words) are unique.
- The save_document function then saves all of these tokens as well as unique tokens which are required to generate our sequences of 50 words each. Note how, by looping through all the generated tokens, we are able to generate a long list of 51,422 sequences. These are the same sequences that will be used as input to train the language model.
- Before training ...
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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.