article thumbnail

Cropin’s agriculture industry cloud to provide apps, data frameworks

CIO Business Intelligence

The suite, according to the company, consists of three layers: Cropin Apps, the Cropin Data Hub and Cropin Intelligence. The second layer, Data Hub, can ingest data from a variety of sources including on-farm devices, drones, IoT devices and satellites.

B2B 86
article thumbnail

MLOps and DevOps: Why Data Makes It Different

O'Reilly on Data

This introduces further requirements: The scale of operations is often two orders of magnitude larger than in the earlier data-centric environments. Not only is data larger, but models—deep learning models in particular—are much larger than before. The iteration cycles should be measured in hours or days, not in months.

IT 342