Deep Learning for Natural Language Processing 2024 pdf epub mobi 电子书

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Deep Learning for Natural Language Processing 2024 pdf epub mobi 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.

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发表于2024-12-23

Deep Learning for Natural Language Processing 2024 pdf epub mobi 电子书

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出版者:Manning Publication

作者:Stephan Raaijmakers

出品人:

页数:325

译者:

出版时间:2020-5-12

价格:USD 49.99

装帧:Paperback

isbn号码:9781617295447

丛书系列:

图书标签: 机器学习 NLP 计算机科学计算机

Deep Learning for Natural Language Processing 2024 pdf epub mobi 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

Deep Learning for Natural Language Processing 2024 pdf epub mobi 电子书

想要找书就要到本本书屋