Minding the machines : building and leading data science and analytics teams

Minding the machines building and leading data science and analytics teams

Detalles Bibliográficos
Otros Autores: Adamson, Jeremy, 1943- author (author)
Formato: Libro electrónico
Idioma:Inglés
Publicado: Hoboken, New Jersey : John Wiley & Sons, Incorporated [2021]
Materias:
Database management.
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009631366906719
Tabla de Contenidos:
  • Intro
  • Table of Contents
  • Title Page
  • Foreword
  • Introduction
  • Chapter 1: Prologue
  • For the Leader from the Business
  • For the Career Transitioner
  • For the Motivated Practitioner
  • For the Student
  • For the Analytics Leader
  • Structure of This Book
  • Why Is This Book Needed?
  • Summary
  • References
  • Chapter 2: Strategy
  • The Role of Analytics in the Organization
  • Current State Assessment
  • Defining the Future State
  • Closing the Gap
  • References
  • Chapter 3: Process
  • Project Planning
  • Project Execution
  • Summary
  • References
  • Chapter 4: People
  • Building the Team
  • Leading the Team
  • Summary
  • References
  • Chapter 5: Future of Business Analytics
  • AutoML and the No‐Code Movement
  • Data Science Is Dead
  • The Data Warehouse
  • True Operationalization
  • Exogenous Data
  • Edge AI
  • Analytics for Good
  • Analytics for Evil
  • Ethics and Bias
  • Analytics Talent Shortages
  • Death of the Career Transitioner
  • References
  • Chapter 6: Summary
  • Chapter 7: Coda
  • Index
  • Copyright
  • Dedication
  • About the Author
  • About the Technical Editor
  • About the Foreword Author
  • Acknowledgments
  • End User License Agreement.

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