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. Test and refine the chatbot.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

O'Reilly on Data

JULY 28, 2020

Product Managers are responsible for the successful development, testing, release, and adoption of a product, and for leading the team that implements those milestones. Without clarity in metrics, it’s impossible to do meaningful experimentation. When a measure becomes a target, it ceases to be a good measure ( Goodhart’s Law ).

Marketing 362

Marketing Experimentation Metrics Testing 362

CIO Business Intelligence

NOVEMBER 13, 2023

Transformational leaders must ensure their organizations have the expertise to integrate new technologies effectively and the follow-through to test and troubleshoot thoroughly before going live. Leaders must clearly define what they want to achieve through digital transformation and how they plan to do it.

Digital Transformation 140

Digital Transformation Cost-Benefit Experimentation Measurement 140

Occam's Razor

MAY 22, 2006

This post is a primer on the delightful world of testing and experimentation (A/B, Multivariate, and a new term from me: Experience Testing). Experimentation and testing help us figure out we are wrong, quickly and repeatedly and if you think about it that is a great thing for our customers, and for our employers.

Experimentation 103

Experimentation Testing Optimization Measurement 103

IBM Big Data Hub

MAY 17, 2024

Cloud adoption maturity model This maturity model helps measure an organization’s cloud maturity in aggregate. Everything runs seamlessly and efficiently and all stakeholders are aware of the cloud’s potential to drive business objectives. Level 3 – Scale: Cloud-native strategy is now the preferred approach.

Modeling 97

Modeling Cost-Benefit Optimization Digital Transformation 97

CIO Business Intelligence

APRIL 4, 2022

The early days of the pandemic taught organizations like Avery Dennison the power of agility and experimentation. We are just starting to come back into the office, but in six months we’ll have a much better measure” of efficiencies gained. “I Employee crowdsourcing can yield breakthrough ideas.

Experimentation 132

Experimentation Interactive Business Objectives Manufacturing 132

Dataiku

APRIL 22, 2022

For companies with small datasets and a mandate to move beyond experimentation, Frugal AI promises to be a way to overcome this challenge. And even if modern elastic stacks have significantly lowered the barrier to technology, is this aligned with the business objective I am trying to reach? Today, in 2022, the code (i.e.,

Experimentation 59

Experimentation Modeling Business Objectives Manufacturing 59