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 362

Marketing Experimentation Metrics Testing 362

CIO Business Intelligence

APRIL 4, 2022

The early days of the pandemic taught organizations like Avery Dennison the power of agility and experimentation. It also taught the packing materials manufacturer how to use IT to create an adaptive organization flexible enough to respond to crises and create solutions. Employee crowdsourcing can yield breakthrough ideas.

Experimentation 133

Experimentation Interactive Business Objectives Manufacturing 133

Dataiku

APRIL 22, 2022

The research confirmed that, even on common AI models, the process can emit more than 626,000 pounds of carbon dioxide equivalent — nearly five times the lifetime emissions of the average American car (and that includes the manufacturing of the car itself). Is this level of computation and engineering of my model needed?

Experimentation 59

Experimentation Modeling Business Objectives Manufacturing 59

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

IBM Big Data Hub

OCTOBER 20, 2023

” When observing its potential impact within industry, McKinsey Global Institute estimates that in just the manufacturing sector, emerging technologies that use AI will by 2025 add as much as USD 3.7 AI technology is quickly proving to be a critical component of business intelligence within organizations across industries.

Machine Learning 78

Machine Learning Manufacturing Cost-Benefit Deep Learning 78

CIO Business Intelligence

JULY 3, 2023

Rick Johnson, who has been a CIO since 2011, was appointed the first-ever chief digital officer at Marvin, a manufacturer of doors and windows in January 2023. This has meant that Sezgin has embraced a culture of innovation and experimentation. He says the CDO role there “is inclusive of a typical CIO role.”

IT 115

IT Digital Transformation Strategy Technology 115