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. Any metric can and will be abused.

Marketing 362

Marketing Experimentation Metrics Testing 362

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). Test early and often. Expect continuous improvement.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

CIO Business Intelligence

NOVEMBER 13, 2023

Failure to align technology capabilities with business goals can result in a wasted investment in technology that doesn’t support business objectives. Foster a culture of innovation: Digital transformation requires innovation and experimentation, and thus a culture for embracing new technologies and ideas.

Digital Transformation 140

Digital Transformation Cost-Benefit Experimentation Measurement 140

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

CIO Business Intelligence

JULY 7, 2023

Improving employee productivity and collaboration is a top business objective, according to the 2023 Foundry Digital Business Study. As more individuals use browser-based apps to get their work done, IT leaders need to provide seamless access to corporate apps and tools while minimizing security risks.

Measurement 112

Measurement Experimentation Risk Enterprise 112

IBM Big Data Hub

OCTOBER 20, 2023

Apart from pricing, there are numerous other factors to consider when evaluating the best AI platforms for your business. Gaining an understanding of available AI tools and their capabilities can assist you in making informed decisions when selecting a platform that aligns with your business objectives.

Machine Learning 72

Machine Learning Manufacturing Cost-Benefit Deep Learning 72

Occam's Razor

MARCH 7, 2016

Here's a great example of the risk you carry by only having rented platform strategies, so much worse than the Edgerank chokehold Facebook has on your organic reach… Google+ is a good platform, and Google continues to experiment with it. While I'm pointing out my example, your brand faces the same risks. A good one.

Marketing Analytics 86

Marketing Analytics Marketing Analytics KPI 86