Handbook of big data /

"Handbook of Big Data provides a state-of-the-art overview of the analysis of large-scale datasets. Featuring contributions from well-known experts in statistics and computer science, this handbook presents a carefully curated collection of techniques from both industry and academia. Thus, the...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Bühlmann, Peter (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Roca Raton, FL : CRC Press, Taylor & Francis Group, [2016]
Colección:Chapman & Hall/CRC handbooks of modern statistical methods.
Temas:
Big data > Statistical methods > Handbooks, manuals, etc.
Données volumineuses > Méthodes statistiques > Guides, manuels, etc.
COMPUTERS > Database > General.
Genetics.
Social medicine.
Social policy.
Sociology.
Electronic books.
Handbook
Handbooks and manuals.
Guides et manuels.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • I. General perspectives on big data
  • II. Data-centric, exploratory methods
  • III. Efficient algorithms
  • IV. Graph approaches
  • V. Model fitting and regularization
  • VI. Ensemble methods
  • VII. Causal inference
  • VIII. Targeted learning.

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