Applied Text Analysis with Python pdf epub mobi txt 電子書 下載 2024


Applied Text Analysis with Python

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Benjamin Bengfort
O′Reilly
2018-6-30
350
GBP 47.99
Paperback
9781491963043

圖書標籤: Python  NLP  Text  nlp  2020   


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发表于2024-12-25

Applied Text Analysis with Python epub 下載 mobi 下載 pdf 下載 txt 電子書 下載 2024

Applied Text Analysis with Python epub 下載 mobi 下載 pdf 下載 txt 電子書 下載 2024

Applied Text Analysis with Python pdf epub mobi txt 電子書 下載 2024



圖書描述

From news and speeches to informal chatter on social media, natural language is one of the richest and most underutilized sources of data. Not only does it come in a constant stream, always changing and adapting in context; it also contains information that is not conveyed by traditional data sources. The key to unlocking natural language is through the creative application of text analytics. This practical book presents a data scientist’s approach to building language-aware products with applied machine learning.

You’ll learn robust, repeatable, and scalable techniques for text analysis with Python, including contextual and linguistic feature engineering, vectorization, classification, topic modeling, entity resolution, graph analysis, and visual steering. By the end of the book, you’ll be equipped with practical methods to solve any number of complex real-world problems.

- Preprocess and vectorize text into high-dimensional feature representations

- Perform document classification and topic modeling

- Steer the model selection process with visual diagnostics

- Extract key phrases, named entities, and graph structures to reason about data in text

- Build a dialog framework to enable chatbots and language-driven interaction

- Use Spark to scale processing power and neural networks to scale model complexity

Applied Text Analysis with Python 下載 mobi epub pdf txt 電子書

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Applied Text Analysis with Python pdf epub mobi txt 電子書 下載
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