View at Amazon ↗

£44.40

It has never been this cheap. We have no record of a lower price.

£44 today · cheaper than every other day in the last 3 months

Springer Machine Learning for Text

Name: Machine Learning for Text
Brand: Springer
Price: 44.4 GBP
Availability: InStock

Data Mining

Price Distribution

Price distribution over 60 days • 1 price levels

Days at Price

Price Analysis

Most common price: £44 (60 days, 100.0%)

Price range: £44 - £44

Price levels: 1 different prices over 60 days

Description

This second edition textbook covers a coherently organized framework for text analytics, which integrates material drawn from the intersecting topics of information retrieval, machine learning, and natural language processing. Particular importance is placed on deep learning methods. The chapters of this book span three broad categories:1. Basic algorithms: Chapters 1 through 7 discuss the classical algorithms for text analytics such as preprocessing, similarity computation, topic modeling, matrix factorization, clustering, classification, regression, and ensemble analysis. 2. Domain-sensitive learning and information retrieval: Chapters 8 and 9 discuss learning models in heterogeneous settings such as a combination of text with multimedia or Web links. The problem of information retrieval and Web search is also discussed in the context of its relationship with ranking and machine learning methods. 3. Natural language processing: Chapters 10 through 16 discuss various sequence-centric and natural language applications, such as feature engineering, neural language models, deep learning, transformers, pre-trained language models, text summarization, information extraction, knowledge graphs, question answering, opinion mining, text segmentation, and event detection. Compared to the first edition, this second edition textbook (which targets mostly advanced level students majoring in computer science and math) has substantially more material on deep learning and natural language processing. Significant focus is placed on topics like transformers, pre-trained language models, knowledge graphs, and question answering.

Product Specifications

Brand: Springer
Format: paperback
ASIN: 3030966259
Category: Books > Subjects > Computing & Internet > Databases > Data Storage & Management > Data Mining
Domain: Amazon UK
Release Date: 06 May 2023
Listed Since: 08 April 2023

Barcode

No barcode data available