Fundamentals of Predictive Text Mining

Fundamentals of Predictive Text Mining
Author :
Publisher : Springer
Total Pages : 249
Release :
ISBN-10 : 9781447167501
ISBN-13 : 1447167503
Rating : 4/5 (01 Downloads)

Book Synopsis Fundamentals of Predictive Text Mining by : Sholom M. Weiss

Download or read book Fundamentals of Predictive Text Mining written by Sholom M. Weiss and published by Springer. This book was released on 2015-09-07 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: This successful textbook on predictive text mining offers a unified perspective on a rapidly evolving field, integrating topics spanning the varied disciplines of data science, machine learning, databases, and computational linguistics. Serving also as a practical guide, this unique book provides helpful advice illustrated by examples and case studies. This highly anticipated second edition has been thoroughly revised and expanded with new material on deep learning, graph models, mining social media, errors and pitfalls in big data evaluation, Twitter sentiment analysis, and dependency parsing discussion. The fully updated content also features in-depth discussions on issues of document classification, information retrieval, clustering and organizing documents, information extraction, web-based data-sourcing, and prediction and evaluation. Features: includes chapter summaries and exercises; explores the application of each method; provides several case studies; contains links to free text-mining software.


Fundamentals of Predictive Text Mining Related Books

Fundamentals of Predictive Text Mining
Language: en
Pages: 249
Authors: Sholom M. Weiss
Categories: Computers
Type: BOOK - Published: 2015-09-07 - Publisher: Springer

DOWNLOAD EBOOK

This successful textbook on predictive text mining offers a unified perspective on a rapidly evolving field, integrating topics spanning the varied disciplines
Fundamentals of Predictive Analytics with JMP, Second Edition
Language: en
Pages: 406
Authors: Ron Klimberg
Categories: Computers
Type: BOOK - Published: 2017-12-19 - Publisher: SAS Institute

DOWNLOAD EBOOK

Going beyond the theoretical foundation, this step-by-step book gives you the technical knowledge and problem-solving skills that you need to perform real-world
Fundamentals of Machine Learning for Predictive Data Analytics, second edition
Language: en
Pages: 853
Authors: John D. Kelleher
Categories: Computers
Type: BOOK - Published: 2020-10-20 - Publisher: MIT Press

DOWNLOAD EBOOK

The second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory and practice. Machine
Text Mining
Language: en
Pages: 244
Authors: Sholom M. Weiss
Categories: Computers
Type: BOOK - Published: 2010-01-08 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Data mining is a mature technology. The prediction problem, looking for predictive patterns in data, has been widely studied. Strong me- ods are available to th
Predictive Analytics
Language: en
Pages: 368
Authors: Eric Siegel
Categories: Business & Economics
Type: BOOK - Published: 2016-01-12 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

"Mesmerizing & fascinating..." —The Seattle Post-Intelligencer "The Freakonomics of big data." —Stein Kretsinger, founding executive of Advertising.com Awar