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[书籍介绍] 【应用文本分析】 Applied Text Analysis with Python (2017) (Early Release) [推广有奖]

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cmwei333 发表于 2016-12-25 17:38:29 |显示全部楼层

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Applied Text Analysis with Python
Enabling Language Aware Data Products with Machine Learning
EARLY RELEASE (非完整版)

By Benjamin Bengfort, Rebecca Bilbro, Tony Ojeda

cover.jpg


With Early Release ebooks, you get books in their earliest form—the author's raw and unedited content as he or she writes—so you can take advantage of these technologies long before the official release of these titles. You’ll also receive updates when significant changes are made, new chapters are available, and the final ebook bundle is released.

The programming landscape of natural language processing has changed dramatically in the past few years. Machine learning approaches now require mature tools like Python’s scikit-learn to apply models to text at scale. This practical guide shows programmers and data scientists who have an intermediate-level understanding of Python and a basic understanding of machine learning and natural language processing how to become more proficient in these two exciting areas of data science.

This book presents a concise, focused, and applied approach to text analysis with Python, and covers topics including text ingestion and wrangling, basic machine learning on text, classification for text analysis, entity resolution, and text visualization. Applied Text Analysis with Python will enable you to design and develop language-aware data products.

You’ll learn how and why machine learning algorithms make decisions about language to analyze text; how to ingest, wrangle, and preprocess language data; and how the three primary text analysis libraries in Python work in concert. Ultimately, this book will enable you to design and develop language-aware data products.

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关键词:Analysis Release Analysi Applied alysis advantage available receive official content

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zhuyun11223 发表于 2016-12-25 20:32:44 |显示全部楼层
xiexiefenaxiang

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laplacce 发表于 2016-12-25 23:17:09 |显示全部楼层
very nice

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lionli 发表于 2016-12-26 00:13:00 来自手机 |显示全部楼层
cmwei333 发表于 2016-12-25 17:38
Applied Text Analysis with Python
Enabling Language Aware Data Products with Machine Learning
EARL ...
谢谢!

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ermutuxia 发表于 2016-12-26 08:36:44 |显示全部楼层
Wonderful

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nadjainhell 发表于 2016-12-26 09:04:41 |显示全部楼层
感谢分享

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飞鸿惊鸿 发表于 2016-12-26 12:22:03 |显示全部楼层
感谢分享

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rtv233 发表于 2016-12-26 19:28:21 |显示全部楼层
nice!!!

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pvli 发表于 2016-12-26 22:19:19 |显示全部楼层
太棒了

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qw789789 发表于 2016-12-27 08:08:16 |显示全部楼层
Applied Text Analysis with Python
thx

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