O'Reilly on Data

OCTOBER 19, 2021

It has far-reaching implications as to how such applications should be developed and by whom: ML applications are directly exposed to the constantly changing real world through data, whereas traditional software operates in a simplified, static, abstract world which is directly constructed by the developer. This approach is not novel.

IT 342

IT Testing Experimentation Software 342

DataKitchen

OCTOBER 5, 2021

DataOps is a set of practices, cultural norms and architecture patterns that help data professionals deliver value quickly. DataOps enables: Rapid experimentation and innovation for the fastest delivery of new insights to customers. Clear measurement and monitoring of results. The data engineer builds data transformations.

Testing 152

Testing Dashboards Measurement Experimentation 152

Occam's Razor

OCTOBER 19, 2010

You'll measure Task Completion Rate in 4Q (below). You'll measure Share of Search using Insights for Search (below). Only a plea to obsessively obsess about measuring outcomes and compute economic value, not just revenue. Experimentation and Testing Tools [The "Why" – Part 1]. ."

Analytics 135

Analytics Testing Measurement Optimization 135