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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: TextTextLanguage: inglés Publisher: Harlow, Inglaterra : Pearson Education Limited, 2021Edition: Eleventh edition / global editionDescription: 831 páginas : ilustraciones, gráficas, fotografías ; 25 cmContent type: texto Media type: sin mediación Carrier type: volumenISBN: 9781292341552Subject(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
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General 006.31 / SH531 2021 (Browse shelf(Opens below)) Ej.1 Checked out 2022-07-21 7101028973
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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

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