O'Reilly on Data

JULY 28, 2020

Without clarity in metrics, it’s impossible to do meaningful experimentation. AI PMs must ensure that experimentation occurs during three phases of the product lifecycle: Phase 1: Concept During the concept phase, it’s important to determine if it’s even possible for an AI product “ intervention ” to move an upstream business metric.

Marketing 363

Marketing Experimentation Metrics Testing 363

CIO Business Intelligence

OCTOBER 18, 2023

Gen AI boom in the making Many early and established forays into generative AI are being developed on the AI platforms of cloud leaders Microsoft, Google, and Amazon, reportedly with numerous guardrails and governance measures in place to contain unrestricted exploration.

Risk 130

Risk Manufacturing Enterprise Technology 130

DataRobot Blog

JULY 28, 2022

For example, data measured by sensors can contain all kinds of noise due to sensor malfunctions, environmental changes, etc., The customer’s challenge was to detect predictive signs in the manufacturing process of a certain material. which can lead to large prediction errors. The R-square, which was less than 0.5

Data Science 72

Data Science Machine Learning Statistics Modeling 72

CIO Business Intelligence

MAY 1, 2024

For every optimistic forecast, there’s a caveat against a rush to launch. Pilots can offer value beyond just experimentation, of course. What are you measuring? Defining whether something is right or wrong becomes very subjective and difficult to measure,” Bottaro says.

Cost-Benefit 136

Cost-Benefit Metrics Insurance Measurement 136

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 The best AI platforms typically have various measures in place to ensure that your data, application endpoints and identity are protected.

Machine Learning 71

Machine Learning Manufacturing Cost-Benefit Deep Learning 71

CIO Business Intelligence

MAY 20, 2024

Medtronic engineers, senior leaders, and scientists combine this customer-provided information with other information about government regulations, manufacturing processes, and new technology to revise long-term strategies, R&D budgets, and capital investment plans. Not all knowledge assembly results from serendipitous interactions.

Management 104

Management Interactive Measurement Marketing 104