Rocket-Powered Data Science

FEBRUARY 15, 2023

First, don’t do something just because everyone else is doing it – there needs to be a valid business reason for your organization to be doing it, at the very least because you will need to explain it objectively to your stakeholders (employees, investors, clients).

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

CIO Business Intelligence

NOVEMBER 13, 2023

Reimagination of business processes sits at the core of digital transformation, and so, by definition, digital transformation challenges the status quo, throwing we-have-always-done-it-this-way sentiment out of the window. Ensuring data quality, privacy, and security is essential.

Digital Transformation 133

Digital Transformation Cost-Benefit Experimentation Measurement 133

O'Reilly on Data

JULY 28, 2020

Without clarity in metrics, it’s impossible to do meaningful experimentation. Experiments allow AI PMs not only to test assumptions about the relevance and functionality of AI Products, but also to understand the effect (if any) of AI products on the business. Don’t expect agreement to come simply.

Marketing 361

Marketing Experimentation Metrics Testing 361