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Big Data Analytics Methods: Analytics Techniques in Data Mining, Deep Learning and Natural Language Processing by Peter Ghavami at Abbey's Bookshop,
Big Data Analytics Methods: Analytics Techniques in Data Mining, Deep Learning and Natural Language Processing...
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Peter Ghavami

Big Data Analytics Methods

Analytics Techniques in Data Mining, Deep Learning and Natural Language Processing

Peter Ghavami

$171.95   $137.82

Paperback

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English
De Gruyter
16 December 2019
Economic systems & structures; Knowledge management; Data capture & analysis; Data mining
Big Data Analytics Methods unveils secrets to advanced analytics techniques ranging from machine learning, random forest classifiers, predictive modeling, cluster analysis, natural language processing (NLP), Kalman filtering and ensembles of models for optimal accuracy of analysis and prediction. More than 100 analytics techniques and methods provide big data professionals, business intelligence professionals and citizen data scientists insight on how to overcome challenges and avoid common pitfalls and traps in data analytics.

The book offers solutions and tips on handling missing data, noisy and dirty data, error reduction and boosting signal to reduce noise. It discusses data visualization, prediction, optimization, artificial intelligence, regression analysis, the Cox hazard model and many analytics using case examples with applications in the healthcare, transportation, retail, telecommunication, consulting, manufacturing, energy and financial services industries. This book's state of the art treatment of advanced data analytics methods and important best practices will help readers succeed in data analytics.
By:  
Imprint:   De Gruyter
Country of Publication:   United States
Edition:   2nd Edition
Dimensions:   Height: 240mm,  Width: 170mm, 
Weight:   490g
ISBN:   9781547417957
ISBN 10:   1547417951
Pages:   254
Publication Date:  
Audience:   Professional and scholarly ,  Undergraduate ,  Undergraduate
Format:   Paperback
Publisher's Status:   Active

Peter Ghavami, Senior Vice President, Head of Wholesale Data Science & Analytics at Bank of America, USA

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