Normal view MARC view ISBD view

Analytics, data science, & artificial intelligence : systems for decision support / Ramesh Sharda, Dursun Delen, Efraim Turban

By: Sharda, Ramesh [autor] | Delen, Dursun [autor] | Turban, Efraim [autor].
Material type: TextTextPublisher: Harlow, Inglaterra : Pearson Education Limited, 2021Edition: Eleventh edition / global edition.Description: 831 páginas : ilustraciones, gráficas, fotografías ; 25 cm.Content type: texto Media type: sin mediación Carrier type: volumenISBN: 9781292341552.Subject(s): Inteligencia artificial -- Enseñanza | Inteligencia de negocios | Aprendizaje automático (Inteligencia Artificial) | Procesamiento de datos en línea | Robótica | Cambio tecnológicoDDC classification: 006.31
Incomplete contents:
Part I: Introduction to analytics and AI ; 1. An Overview of Business Analytics, Decision Support Systems, Business Intelligence, Data Science, and Artificial Intelligence ; 2. Artificial Intelligence: Concepts, Drivers, Major Technologies, and Business Applications ; 3. Nature of Data, Statistical Modeling, and Visualization ; Part II: Predictive analytics and machine learning ; 4. Data Mining Process, Methods, and Applications ; 5. Machine learning Techniques for Predictive Analytics ; 6. Deep Learning and Cognitive Computing ; 7. Text Mining, Sentiment Analysis, and Social Analytics ; Part III: Prescriptive analytics and big data ; 8. Prescriptive Analytics with Optimization and Simulation ; 9. Big Data, Location Analytics, and Cloud Computing ; Part IV: Robotics, social networks, AI, and IoT ; 10. Robotics: Industrial and Consumer Applications ; 11. Group Decision Making, Collaborative Systems, and AI Support ; 12. Knowledge Systems: Expert Systems, Recommenders, Chatbots, Virtual Personal Assistants, and Robo Advisors ; 13. The Internet of Things As a Platform for Intelligent Applications ; Part V: Caveats of analytics and AI ; 14. Implementation Issues: From Ethics and Privacy to Organizational and Societal Impacts
Abstract: Analytics, data science, & artificial intelligence: systems for decision support presents the fundamentals of the methods, methodologies, and techniques used to design and develop analytics. The book uses an EEE aproach: it exposes experience these techniques through a number of software tools, and encourages them to explore their potential through exercises. Contraportada
Tags from this library: No tags from this library for this title. Log in to add tags.
    average rating: 0.0 (0 votes)
Item type Current location Collection Call number Copy number Status Date due Barcode Item holds
Libros Libros Biblioteca CESA

serviciosbiblioteca@cesa.edu.co

Piso 2
General 006.31 / SH531 2021 (Browse shelf) Ej.1 Checked out 2022-01-28 7101028973
Total holds: 0

Ilustraciones, gráficas y fotografías a color

Part I: Introduction to analytics and AI ; 1. An Overview of Business Analytics, Decision Support Systems, Business Intelligence, Data Science, and Artificial Intelligence ; 2. Artificial Intelligence: Concepts, Drivers, Major Technologies, and Business Applications ; 3. Nature of Data, Statistical Modeling, and Visualization ; Part II: Predictive analytics and machine learning ; 4. Data Mining Process, Methods, and Applications ; 5. Machine learning Techniques for Predictive Analytics ; 6. Deep Learning and Cognitive
Computing ; 7. Text Mining, Sentiment Analysis, and Social Analytics ; Part III: Prescriptive analytics and big data ; 8. Prescriptive Analytics with Optimization and Simulation ; 9. Big Data, Location Analytics, and Cloud Computing ; Part IV: Robotics, social networks, AI, and IoT ; 10. Robotics: Industrial and Consumer Applications ; 11. Group Decision Making, Collaborative Systems, and AI Support ; 12. Knowledge Systems: Expert Systems, Recommenders, Chatbots, Virtual Personal Assistants, and Robo Advisors ; 13. The Internet of Things As a Platform for Intelligent Applications ; Part V: Caveats of analytics and AI ; 14. Implementation Issues: From Ethics and Privacy to Organizational and Societal Impacts

Analytics, data science, & artificial intelligence: systems for decision support presents the fundamentals of the methods, methodologies, and techniques used to design and develop analytics. The book uses an EEE aproach: it exposes experience these techniques through a number of software tools, and encourages them to explore their potential through exercises. Contraportada

There are no comments for this item.

Log in to your account to post a comment.

Click on an image to view it in the image viewer