O'Reilly on Data

FEBRUARY 11, 2020

We suspected that data quality was a topic brimming with interest. The responses show a surfeit of concerns around data quality and some uncertainty about how best to address those concerns. Key survey results: The C-suite is engaged with data quality. Adopting AI can help data quality.

Data Quality 304

Data Quality Metadata Data Governance Publishing 304

O'Reilly on Data

MARCH 31, 2020

Machine learning adds uncertainty. Underneath this uncertainty lies further uncertainty in the development process itself. There are strategies for dealing with all of this uncertainty–starting with the proverb from the early days of Agile: “ do the simplest thing that could possibly work.” What delivers the greatest ROI?

Management 332

Management Machine Learning Experimentation Metrics 332

CIO Business Intelligence

JANUARY 4, 2023

Though composable infrastructure may remove the restrictions of traditional architectures, there’s debate [3] about whether it can scale and whether the ROI would be reached by increased flexibility and utilization. Ready to evolve your analytics strategy or improve your data quality? Just starting out with analytics?

Cost-Benefit 56

Cost-Benefit Machine Learning Modeling Uncertainty 56

bridgei2i

MAY 18, 2020

The current COVID-19 pandemic has spread waves of uncertainty across businesses and their customer base. These could also be analyzing projected RoI vs Alignment of these initiatives to operational and strategic objectives or zero-based budgeting. Integrated Customer Engagement: The Need of the Hour! Stay safe and stay integrated!

B2B 52

B2B Sales ROI Marketing 52

IBM Big Data Hub

SEPTEMBER 11, 2023

Government executives face several uncertainties as they embark on their journeys of modernization. The team implemented a phased approach to the human-centered design assessment, which led to a data-driven roadmap of recommended technological enhancements. frequency (how many occurrences?), time (how much time is lost?)

Data-driven 91

Data-driven IT Measurement Cost-Benefit 91

Domino Data Lab

JUNE 23, 2019

And then you’ll do a lot of work to get it out and then there’ll be no ROI at the end. If you have a user facing product, the data that you had when you prototype the model may be very different from what you actually have in production. People want to just dip their toes in and do a small sample project.

Management 110

Management Machine Learning Experimentation Metrics 110

datapine

MAY 31, 2022

Currently, 32% of businesses use multi-cloud cybersecurity tools to reduce the financially devastating risk of data breaches, while 31% of leading enterprises use direct multi-cloud cost management tools to mitigate financial efficiency across the organization. In both cases, the return on investment (ROI) is healthy.

Risk 237

Risk Cost-Benefit Business Intelligence Data-driven 237