Understanding the strategic motives for data exposure
Exposing data from analytics platforms has become an integral part of modern data-driven operations. This process allows raw data from diverse sources, including databases, logs, IoT devices, and third-party APIs, to be accessed and analyzed centrally. As a result, it helps facilitate well-informed strategic decisions and propels business growth.
Data exposure between profiles
Within an analytics platform, the seamless and efficient exchange of data between various user profiles – such as data scientists, data analysts, and other stakeholders – is of paramount importance. These diverse roles, each with their unique requirements and perspectives, constitute the collective intelligence of an organization’s data operations.
Data scientists, for instance, often require raw, unfiltered data to build predictive models and explore intricate patterns and relationships within the data. On the other hand, data...