O'Reilly on Data

OCTOBER 19, 2021

Let’s start by considering the job of a non-ML software engineer: writing traditional software deals with well-defined, narrowly-scoped inputs, which the engineer can exhaustively and cleanly model in the code. Not only is data larger, but models—deep learning models in particular—are much larger than before.

IT 364

IT Testing Experimentation Software 364

CIO Business Intelligence

NOVEMBER 4, 2022

The company’s multicloud infrastructure has since expanded to include Microsoft Azure for business applications and Google Cloud Platform to provide its scientists with a greater array of options for experimentation. In other cases, it’s more of a standard computational requirement and we help them provide the data in the right formats.

Data Lake 124

Data Lake IT Experimentation Data-driven 124

CIO Business Intelligence

MAY 20, 2024

Knowledge assembly in action To better understand why organizations fall short when assembling knowledge, we must first understand how knowledge assembly unfolds, starting with some basic concepts: Data are raw, unorganized facts, such as numbers, text, and images, that lack context and meaning on their own.

Management 122

Management Interactive Measurement Marketing 122

CIO Business Intelligence

MARCH 6, 2025

But Hinchcliffe believes that Salesforce has an edge over rivals as it is leveraging its deep CRM expertise, its customers sales, service, and marketing data, and business logic integration to drive differentiation.

Testing 87

Testing Contextual Data Enterprise Experimentation 87