Practical Data Science A Guide to Building the Technology Stack for Turning Data Lakes into Business Assets

Learn how to build a data science technology stack and perform good data science with repeatable methods. You will learn how to turn data lakes into business assets. The data science technology stack demonstrated in Practical Data Science is built from components in general use in the industry. Data...

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Bibliographic Details
Main Author: Vermeulen, Andreas François
Format: eBook
Language:English
Published: Berkeley, CA Apress 2018, 2018
Edition:1st ed. 2018
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Chapter 1: Data Science Technology Stack
  • Chapter 2: Vermeulen - Krennwallner - Hillman - Clark
  • Chapter 3: Layered Framework
  • Chapter 4: Business Layer
  • Chapter 5: Utility Layer
  • Chapter 6: Three Management Layers
  • Chapter 7: Retrieve Super Step
  • Chapter 8: Assess Super Step
  • Chapter 9: Process Super Step
  • Chapter 10: Transform Super Step
  • Chapter 11: Organize and Report Super Step