August 2018
Intermediate to advanced
522 pages
12h 45m
English
Content preview from Machine Learning Algorithms - Second Edition
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Corpora examples
A subset of the Gutenberg project is provided and can be freely accessed in this way:
from nltk.corpus import gutenbergprint(gutenberg.fileids())[u'austen-emma.txt', u'austen-persuasion.txt', u'austen-sense.txt', u'bible-kjv.txt', u'blake-poems.txt', u'bryant-stories.txt', u'burgess-busterbrown.txt', u'carroll-alice.txt', u'chesterton- ...
A single document can be accessed as a raw version, or it can be split into sentences or words:
print(gutenberg.raw('milton-paradise.txt'))[Paradise Lost by John Milton 1667] Book I Of Man's first disobedience, and the fruit Of that forbidden tree whose mortal taste...print(gutenberg.sents('milton-paradise.txt')[0:2])[[u'[', u'Paradise', u'Lost', u'by', u'John', u'Milton', u'1667', u']'], ...Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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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.
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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.