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003			ES-MaUEC
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007			cr nn 008mamaa
008			220131s2022 sz | s |||| 0|eng d
020			_a9783030897123
024	7		_a10.1007/978-3-030-89712-3 _2doi
040			_aES-MaUEC _bspa _cES-MaUEC _dES-MaUEC
050		4	_aQA76.9.D343 _b2022 EB
100	1		_aHalawi, Leila _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9683489
245	1	0	_aHarnessing the Power of Analytics _cby Leila Halawi, Amal Clarke, Kelly George.
250			_aFirst edition 2022
264		1	_aCham _bSpringer International Publishing _c2022
300			_a1 recurso en línea (VIII, 150 páginas) _b106 ilustraciones, 90 ilustraciones a color
336			_2rdacontent _aTexto _btxt
337			_2rdamedia _aelectrónico _bc
338			_2rdacarrier _arecurso electrónico _bcr
347			_aarchivo de texto _bPDF
505	0		_aChapter 1. Introduction to Analytics and Data Science -- Chapter 2. Data Types Structure & Data Preparation Process -- Chapter 3. Data Exploration and Data Visualization. Chapter 4. Evaluating Predictive Performance -- Chapter 5. Decision Trees & Ensemble -- Chapter 6. Regression Models -- Chapter 7. Neural Networks -- Chapter 8. Model Deployment.
520			_aThis text highlights the difference between analytics and data science, using predictive analytic techniques to analyze different historical data, including aviation data and concrete data, interpreting the predictive models, and highlighting the steps to deploy the models and the steps ahead. The book combines the conceptual perspective and a hands-on approach to predictive analytics using SAS VIYA, an analytic and data management platform. The authors use SAS VIYA to focus on analytics to solve problems, highlight how analytics is applied in the airline and business environment, and compare several different modeling techniques. They decipher complex algorithms to demonstrate how they can be applied and explained within improving decisions.
988			_aSpringer_Engineering_2022
650		7	_2embne _9163292 _aSistemas de ayuda a la decisión
650		7	_2embne _9145258 _aSistemas de información en la gestión
650		7	_2embne _9162648 _aData mining
700	1		_aClarke, Amal _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9683490
700	1		_aGeorge, Kelly _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9683492
776	0	8	_iPrinted edition: _z9783030897116
776	0	8	_iPrinted edition: _z9783030897130
776	0	8	_iPrinted edition: _z9783030897147
856	4	0	_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-030-89712-3 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942			_2lcc _cLE _n0
998			_b04/2022 _dz _esc _zSI