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

SEPTEMBER 20, 2023

“Business leaders get scared and say, ‘Tell me the plan so I can sleep at night,’” said Ronica Roth, co-founder and principal of The Welcome Elephant. They are afraid of failure and the uncertainty of knowledge work, and so that’s stressful. He recommends that leaders identify a metric that focuses on value to the customer.

Digital Transformation 134

Digital Transformation Uncertainty Metrics Business Objectives 134

The Unofficial Google Data Science Blog

JANUARY 14, 2016

Unlike experimentation in some other areas, LSOS experiments present a surprising challenge to statisticians — even though we operate in the realm of “big data”, the statistical uncertainty in our experiments can be substantial. We must therefore maintain statistical rigor in quantifying experimental uncertainty.

Experimentation 41

Experimentation Statistics Metrics Measurement 41