Data mining and machine learning : fundamental concepts and algorithms / Mohammed J. Zaki, Wagner Meira Jr.
Tipo de material:
TextoEditor: Cambridge, United Kingdom ; New York, NY : Cambridge University Press, 2020Descripción: xi, 766 páginas: ilustracionesTipo de contenido: texto Tipo de medio: no mediado Tipo de portador: volumenISBN: 9781108473989Tema(s): MINERIA DE DATOSClasificación CDD: 006.312 Recursos en línea: VERSIÓN DIGITAL Resumen: "The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and graduate courses provides a comprehensive, in-depth overview of data mining, machine learning and statistics, offering solid guidance for students, researchers, and practitioners. The book lays the foundations of data analysis, pattern mining, clustering, classification and regression, with a focus on the algorithms and the underlying algebraic, geometric, and probabilistic concepts.New to this second edition is an entire part devoted to regression methods, including neural networks and deep learning"-- Provided by publisher.
| Tipo de ítem | Biblioteca actual | Colección | número de clasificación | Copia número | Estado | Notas | Fecha de vencimiento | Código de barras |
|---|---|---|---|---|---|---|---|---|
Bibliografía Reserva copia 1
|
Biblioteca Sede Concepción | Colección Básica de Apoyo Docente | 006.312 Z21 2020 (Navegar estantería(Abre debajo)) | 1 | Disponible | Asignatura: Inteligencia de Negocios | 3560900269536 | |
Bibliografia reserva complementaria
|
Biblioteca Sede Concepción | Colección Básica de Apoyo Docente | 006.312 Z21 2020 (Navegar estantería(Abre debajo)) | 2 | Disponible | Asignatura: Inteligencia de Negocios | 3560900269537 | |
|
Bibliografía Reserva copia 1
|
Biblioteca Sede Viña del Mar | Colección Básica de Apoyo Docente | 006.312 Z21 2020 (Navegar estantería(Abre debajo)) | 1 | Disponible | Asignatura: Inteligencia de Negocios | 3560900269535 | |
|
Bibliografia reserva complementaria
|
Biblioteca Sede Viña del Mar | Colección Básica de Apoyo Docente | 006.312 Z21 2020 (Navegar estantería(Abre debajo)) | 2 | Disponible | Asignatura: Inteligencia de Negocios | 3560900269534 |
Revised edition of: Data mining and analysis. 2014.
"The fundamental algorithms in data mining and machine learning form the basis of data science, utilizing automated methods to analyze patterns and models for all kinds of data in applications ranging from scientific discovery to business analytics. This textbook for senior undergraduate and graduate courses provides a comprehensive, in-depth overview of data mining, machine learning and statistics, offering solid guidance for students, researchers, and practitioners. The book lays the foundations of data analysis, pattern mining, clustering, classification and regression, with a focus on the algorithms and the underlying algebraic, geometric, and probabilistic concepts.New to this second edition is an entire part devoted to regression methods, including neural networks and deep learning"-- Provided by publisher.
COBERTURA BIBLIOGRAFICA:
EIN091B
Asignatura: Inteligencia de negocios
Última actualización 10 de enero 2023