Remove Big Data Remove Data Architecture Remove Diagnostic Analytics
article thumbnail

Data science vs data analytics: Unpacking the differences

IBM Big Data Hub

To pursue a data science career, you need a deep understanding and expansive knowledge of machine learning and AI. And you should have experience working with big data platforms such as Hadoop or Apache Spark. Diagnostic analytics: Diagnostic analytics helps pinpoint the reason an event occurred.

article thumbnail

The future of data: A 5-pillar approach to modern data management

CIO Business Intelligence

Furthermore, generally speaking, data should not be split across multiple databases on different cloud providers to achieve cloud neutrality. Not my original quote, but a cardinal sin of cloud-native data architecture is copying data from one location to another.

article thumbnail

What Is Embedded Analytics?

Jet Global

Advanced Analytics Provide the unique benefit of advanced (and often proprietary) statistical models in your app. Data Environment First off, the solutions you consider should be compatible with your current data architecture. Ideally, your primary data source should belong in this group.