The data scientist's view of enterprise and security architecture

Data scientists typically do not interact directly or frequently with enterprise and security architects. Nevertheless, data scientists may be impacted by these stakeholders in the way shown in the following diagram:

Figure 12.7 – Data-science view of enterprise and security architecture

Implementing H2O at Scale for the first time in the enterprise typically requires formal architecture and security review of the technology. Enterprise systems are large ecosystems of multiple technologies integrated into a coherent whole. Architect and security reviewers determine if H2O at Scale can be implemented in this ecosystem while conforming to principles that define the coherent whole. These principles are rules and guidelines defined by enterprise stakeholders that may range from guaranteeing new technology aligns with business needs, to guaranteeing the technology satisfies an extensive...