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210811s2021 -ukado gr 001 0deng d
9781292341552
CO-BoCES
spa
CO-BoCES
rda
inglés
006.31
SH531
63914
Sharda, Ramesh,
autor.
63904
Delen, Dursun,
autor.
44479
Turban, Efraim,
autor.
Analytics, data science, & artificial intelligence :
systems for decision support /
Ramesh Sharda, Dursun Delen, Efraim Turban.
Undécima edición /
global edition.
Harlow, Inglaterra :
Pearson Education Limited,
2021.
831 páginas :
ilustraciones, gráficas, fotografías ;
25 cm .
texto
txt
rdacontent
rdacontent
sin mediación
n
rdamedia
rdamedia
volumen
nc
rdacarrier
rdacarrier
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.
Inteligencia artificial
Enseñanza.
27832
Inteligencia de negocios.
63905
Aprendizaje automático (Inteligencia Artificial)
14988
Procesamiento de datos en línea.
59936
Robótica.
42895
Cambio tecnológico .
45554
ddc
BK
006.31
SH531
30474
30474
0
0
ddc
PA
0
0
GEN
001
001
2
2021-11-05
Amazon
Compra
2023-11-30
5
6
006.31 / SH531 2021
7101028973
2023-11-18
2022-10-31
Ej.1
Inventariado en Nov 30 - 2023
BK