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

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 361

Marketing Experimentation Metrics Testing 361

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. This may require hiring outside experts and/or investing in training and development for existing staff.

Digital Transformation 141

Digital Transformation Cost-Benefit Experimentation Measurement 141

IBM Big Data Hub

MAY 17, 2024

Organizations face increased pressure to move to the cloud in a world of real-time metrics, microservices and APIs, all of which benefit from the flexibility and scalability of cloud computing. There are many CMMs in practice and organizations must decide what works best for their business needs. Why move to cloud?

Modeling 93

Modeling Cost-Benefit Optimization Digital Transformation 93

IBM Big Data Hub

OCTOBER 20, 2023

These development platforms support collaboration between data science and engineering teams, which decreases costs by reducing redundant efforts and automating routine tasks, such as data duplication or extraction. Apart from pricing, there are numerous other factors to consider when evaluating the best AI platforms for your business.

Machine Learning 75

Machine Learning Manufacturing Cost-Benefit Deep Learning 75

CIO Business Intelligence

JULY 8, 2022

First, it’s a straightforward proposition whose end state is relatively easy to envision and measure, making it a nice palate cleanser for those still wrapping their heads around the broader operating model shift. Focus: Enhanced focus is perhaps the greatest benefit teams stand to gain from a division of responsibilities. Trade-offs.

Cost-Benefit 118

Cost-Benefit Measurement Modeling Metrics 118

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. Counter claims?

Experimentation 103

Experimentation Testing Optimization Measurement 103