January 2018
Beginner to intermediate
284 pages
8h 35m
English
Content preview from Deep Learning Essentials
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NLP - Vector Representation
Natural language processing (NLP) is one of the most important technologies in machine learning. Understanding complex language is a crucial part of artificial intelligence (AI). The applications of NLP are almost everywhere, as we communicate mostly through language and store human knowledge mostly in language as well. This includes web searches, advertisements, emails, customer service, machine translation, and so on. Some of the hot research areas include language modeling (speech recognition, machine translation), word-sense learning and disambiguation, reasoning over knowledge bases, acoustic modeling, part-of-speech tagging, name-entity recognition, sentiment analysis, chatbot, question/answering, and others. ...
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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.