The Big Data Ecosystem

Modern technology has transformed the very essence of what we mean by data. Whereas previously, data was traditionally thought of as text and numbers confined to spreadsheets or relational databases, today, it is an organic and evolving asset in its own right, being created and consumed on a mass scale by anyone that owns a smartphone, TV, or bank account. In this chapter, we will explore the new ecosystem of cutting-edge tools, technologies, and frameworks that allow us to store, process, and analyze massive volumes of data in order to deliver actionable insights and solve real-world problems. By the end of this chapter, you will have gained a high-level understanding of the following cutting-edge technology classes: ...

Get Machine Learning with Apache Spark Quick Start Guide now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.