It's All Analytics - Part II: Designing an Integrated AI, Analytics, and Data Science Architecture for Your Organization

ISBN-13: 9780367359713 / Angielski / Twarda / 2021 / 266 str.

Scott Burk; David Sweenor; Gary Miner

Opis

Professionals are challenged each day by a changing landscape of technology and terminology. In recent history, especially the last 25 years there has been an explosion of terms and methods born that automate and improve decision-making and operations.

Spis treści

Part 1: Designing for Organizational Success Chapter 1: Some Say it Starts with Data, It Doesn’t Chapter 2: The Anatomy of a Business Decision Chapter 3: Trustworthy AI Part 2: Designing for Data Success Chapter 4: Data Design for Success Chapter 5: Data in Motion, Data Pipes, APIs, Microservices, Streaming, Events and More Chapter 6: Data Stores, Warehouses, Big Data, Lakes and Cloud Data Chapter 7: Data Virtualization Chapter 8: Data Governance and Data Management Chapter 9: Miscellanea – Curated, Purchased, Nascent and Future Data Part 3: Designing for Analytics Success Chapter 10: Technology to Create Analytics Chapter 11: Technology to Communicate and Act Upon Analytics Chapter 12: To Build, Buy, or Outsource Analytics Platform