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Lieferstatus:	i.d.R. innert 5-10 Tagen versandfertig
Veröffentlichung:	Dezember 2019
Genre:	Wirtschaft / Recht
	Big Data / Business / Management / data analysis / Data Mining / Data Mining (EDV) / Database / Datenbank / Informatik / Knowledge Management / machine learning / Management / Management / Wissensmanagement / Neural Networks / optimieren / Rechnungswesen / Wirtschaft / Finanzen, Kredit / Wissensmanagement mehr...
ISBN:	9781547417957
EAN-Code:	9781547417957
Verlag:	De Gruyter
Einband:	Kartoniert
Sprache:	English
Dimensionen:	H 240 mm / B 170 mm / D 14 mm
Gewicht:	438 gr
Seiten:	254
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

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.