Veracity of data

Data can be analyzed for actionable insights, but with so much data of all types being analyzed from across data sources, it is very difficult to ensure correctness and proof of accuracy.

The following are the four Vs of big data:

To make sense of all the data and apply data analytics to big data, we need to expand the concept of data analytics to operate at a much larger scale that deals with the four Vs of big data. This changes not only the tools and technologies and methodologies used in analyzing the data, but also changes the way we even approach the problem. If a SQL database was used for data in a business in 1999, ...

Get Big Data Analytics with Hadoop 3 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.