Analytics, data science, & artificial intelligence / Ramesh Sharda, Oklahoma State University, Dursun Delen, Oklahoma State University, Efraim Turban, University of Hawaii.

Por: Sharda, Ramesh [autor]Colaborador(es): Delen, Dursun [autor] | Turban, Efraim [autor]Tipo de material: TextoTextoEditor: Hoboken, NJ : Pearson, [2020]Edición: Eleventh editionDescripción: xxxv, 795 páginas : ilustracionesTipo de contenido: texto Tipo de medio: no mediado Tipo de portador: volumenISBN: 9780135192016Tema(s): ADMINISTRACIÓN -- PROCESAMIENTO DE DATOS | SISTEMAS EXPERTOS ( Ciencia de la Computación) | INTELIGENCIA EN LOS NEGOCIOSClasificación CDD: 658.403 Recursos en línea: VERSIÓN DIGITAL
Contenidos:
PART I: INTRODUCTION TO ANALYTICS AND AI-- An Overview of Business Analytics, Decision Support Systems, Business Intelligence, Data Science, and Artificial Intelligence--Artificial Intelligence: Concepts, Drivers, Major Technologies, and Business Applications -- Nature of Data, Statistical Modeling, and Visualization -- PART II: PREDICTIVE ANALYTICS AND MACHINE LEARNING-- Data Mining Process, Methods, and Applications--Machine learning Techniques for Predictive Analytics--Deep Learning and Cognitive Computing--Text Mining, Sentiment Analysis, and Social Analytics -- PART III: PRESCRIPTIVE ANALYTICS AND BIG DATA-- Prescriptive Analytics with Optimization and Simulation--Big Data, Location Analytics, and Cloud Computing-- PART IV: ROBOTICS, SOCIAL NETWORKS, AI, AND IoT-- Robotics: Industrial and Consumer Applications--Group Decision Making, Collaborative Systems, and AI Support--Knowledge Systems: Expert Systems, Recommenders, Chatbots, Virtual Personal Assistants, and Robo Advisors--The Internet of Things As a Platform for Intelligent Applications. PART V: CAVEATS OF ANALYTICS AND AI -- Implementation Issues: From Ethics and Privacy to Organizational and Societal Impacts.
Resumen: "The purpose of this book is to introduce the reader to these technologies that are generally called analytics but have been known by other names. The core technology consists of DSS, BI, and various decision-making techniques. We use these terms interchangeably"-- Proporcionado por el editor.
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Tipo de ítem Biblioteca actual Colección número de clasificación Copia número Estado Notas Fecha de vencimiento Código de barras
Bibliografía Reserva copia 1 Bibliografía Reserva copia 1 Biblioteca Campus San Joaquín
Colección Básica de Apoyo Docente 658.403 S531 2020 (Navegar estantería(Abre debajo)) 1 Prestado Asignatura : Inteligencia artificial INF295 29/05/2024 3560900275107
Bibliografía Reserva copia 1 Bibliografía Reserva copia 1 Biblioteca Central
Colección Básica de Apoyo Docente 658.403 S531 2020 (Navegar estantería(Abre debajo)) 1 En Empaste (Digitalización) Asignatura : Inteligencia artificial INF295 3560900275106

PART I: INTRODUCTION TO ANALYTICS AND AI--
An Overview of Business Analytics, Decision Support Systems, Business Intelligence, Data Science, and Artificial Intelligence--Artificial Intelligence: Concepts, Drivers, Major Technologies, and Business Applications -- Nature of Data, Statistical Modeling, and Visualization --
PART II: PREDICTIVE ANALYTICS AND MACHINE LEARNING--
Data Mining Process, Methods, and Applications--Machine learning Techniques for Predictive Analytics--Deep Learning and Cognitive Computing--Text Mining, Sentiment Analysis, and Social Analytics --
PART III: PRESCRIPTIVE ANALYTICS AND BIG DATA--
Prescriptive Analytics with Optimization and Simulation--Big Data, Location Analytics, and Cloud Computing--
PART IV: ROBOTICS, SOCIAL NETWORKS, AI, AND IoT--
Robotics: Industrial and Consumer Applications--Group Decision Making, Collaborative Systems, and AI Support--Knowledge Systems: Expert Systems, Recommenders, Chatbots, Virtual Personal Assistants, and Robo Advisors--The Internet of Things As a Platform for Intelligent Applications.
PART V: CAVEATS OF ANALYTICS AND AI --
Implementation Issues: From Ethics and Privacy to Organizational and Societal Impacts.

"The purpose of this book is to introduce the reader to these technologies that are generally called analytics but have been known by other names. The core technology consists of DSS, BI, and various decision-making techniques. We use these terms interchangeably"-- Proporcionado por el editor.

COBERTURA BIBLIOGRAFICA:
INF295
Asignatura: Inteligencia artificial

Última actualización 15 de marzo 2024