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Estrategia de datos empresarial

Una guía rápida para formar capacidades de datos

Karim Touma

Estrategia de datos empresarial es una guía práctica sobre cómo evaluar, construir y mantener capacidades de analítica avanzada y ciencia de datos en cualquier tipo de compañía, de forma tal que los datos se integren de una forma sostenible a la cadena de valor independiente del core del negocio.

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About

About

About the Book

Estrategia de datos empresarial desarrolla una propuesta de esquema organizacional acoplada a la estrategia de negocio. Distingue entre las características de la compañía y se propone una estructura práctica para equipos de datos en una configuración bi-modal. Se detallan las diferentes capacidades de éstos equipos y cómo deben desarrollarse en función de enriquecer la labor de ciencia de datos, analytics y gobierno de información para la organización, en la última parte del libro se citan ejemplos concretos sobre diferentes situaciones que pueden ocasionar cuellos de botella en el desarrollo de ésta estrategia de datos.

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Business AnalysisInnovation ManagementAgile EnterpriseData Science

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About the Author

Karim Touma

Sólo un tipo de data.

Contents

Table of Contents

1. Introducción

2. Evaluación

3. Definición de Estrategia

4. Estrategia Táctico-Fundacional

  1. 4.1. Equipo táctico: la fábrica de casos de uso
  2. 4.2. Equipo fundacional: las bases tecnológicas y la gobernanza de los datos
  3. 4.3. Un modelo de evolución

5. Gestión del conocimiento

  1. 5.1. Empresarial: gobierno de datos
  2. 5.2. Equipos: ciencia de datos

6. Gestión de los equipos

  1. 6.1. Configuración de Equipos
  2. 6.2. Evolución y desarrollo de plan de carrera
  3. 6.3. Agilidad en equipos de datos

7. Tecnología

  1. 7.1. Diferenciar inversiones en tecnología
  2. 7.2. Estrategia de adopción

8. Principales puntos de dolor

  1. 8.1. Calidad de datos
  2. 8.2. Como encarar un problema de ciencia de datos
  3. 8.3. Cultura

9. Conclusiones y cómo retroalimentar la estrategia

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