Deep Learning for Natural Language Processing 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Stephan Raaijmakers 作者

Manning Publication

译者

2020-5-12 出版日期

325 页数

USD 49.99 价格

Paperback

丛书系列

9781617295447 图书编码

Deep Learning for Natural Language Processing 在线电子书图书标签: 机器学习 NLP 计算机科学计算机

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Deep Learning for Natural Language Processing 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Deep Learning for Natural Language Processing 在线电子书著者简介

Stephan Raaijmakers is a senior scientist at TNO and holds a PhD in machine learning and text analytics. He’s the technical coordinator of two large European Union-funded research security-related projects. He’s currently anticipating an endowed professorship in deep learning and NLP at a major Dutch university.

Deep Learning for Natural Language Processing 在线电子书图书目录

Deep Learning for Natural Language Processing 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

Deep Learning for Natural Language Processing 在线电子书图书描述

Deep Learning for Natural Language Processing teaches you to apply state-of-the-art deep learning approaches to natural language processing tasks. You’ll learn key NLP concepts like neural word embeddings, auto-encoders, part-of-speech tagging, parsing, and semantic inference. Then you’ll dive deeper into advanced topics including deep memory-based NLP, linguistic structure, and hyperparameters for deep NLP. Along the way, you’ll pick up emerging best practices and gain hands-on experience with a myriad of examples, all written in Python and the powerful Keras library. By the time you’re done reading this invaluable book, you’ll be solving a wide variety of NLP problems with cutting-edge deep learning techniques!

what's inside

An overview of NLP and deep learning

One-hot text representations

Word embeddings

Models for textual similarity

Sequential NLP

Semantic role labeling

Deep memory-based NLP

Linguistic structure

Hyperparameters for deep NLP

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