This chapter introduces the fundamental concepts of digitization and digitalization and presents data exploring the current state of digital transformation across various firms and countries. It discusses the three Vs of big data—Volume, Velocity, and Variety—and introduces the hierarchical relationship between the concepts of Big Data, Data Science, Machine Learning, and Artificial Intelligence. The chapter also draws lessons from historical technological advancements like electrification to provide a context for understanding the impact of digital transformation.

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Introduction and Definitions

  • Alex Coad

摘要

This chapter introduces the fundamental concepts of digitization and digitalization and presents data exploring the current state of digital transformation across various firms and countries. It discusses the three Vs of big data—Volume, Velocity, and Variety—and introduces the hierarchical relationship between the concepts of Big Data, Data Science, Machine Learning, and Artificial Intelligence. The chapter also draws lessons from historical technological advancements like electrification to provide a context for understanding the impact of digital transformation.