CIO Business Intelligence

MAY 16, 2022

ITIL 4 contains seven guiding principles that were adopted from the most recent ITIL Practitioner Exam, which covers organizational change management, communication, and measurement and metrics. How does ITIL reduce costs? Corporations and public sector organizations that have successfully implemented ITIL best practices report huge savings.

IT 105

IT Cost-Benefit ROI Risk 105

IBM Big Data Hub

JULY 6, 2023

Other challenges include communicating results to non-technical stakeholders, ensuring data security, enabling efficient collaboration between data scientists and data engineers, and determining appropriate key performance indicator (KPI) metrics. ” “Data science” was first used as an independent discipline in 2001.

Machine Learning 59

Machine Learning Data Science Statistics Deep Learning 59

Occam's Razor

APRIL 25, 2011

This latter category contains things that are so obviously sub-optimal that no one should be doing them any more. Sophisticated Search Engine Optimization is mandatory in our world of Bing / Yandex / Baidu / Google. Making lame metrics the measures of success: Impressions, Click-throughs, Page Views. Yet there they are.

Marketing 126

Marketing Measurement Metrics Testing 126

The Unofficial Google Data Science Blog

JUNE 30, 2016

It should be noted that inverse probability weighting is not generally optimal (i.e., We do this by describing the methods in terms of loss functions whose expectation is optimized at the true value of the propensity score. the curse of dimensionality). An excellent review of statistical learning methods may be found in Friedman et.

Statistics 44

Statistics Optimization Modeling Experimentation 44

The Unofficial Google Data Science Blog

AUGUST 27, 2019

This problem can be phrased as an optimization problem — given some fixed review capacity how should we sample videos? Of course, any mistakes by the reviewers would propagate to the accuracy of the metrics, and the metrics calculation should take into account human errors.

Metrics 98

Metrics Statistics Uncertainty Optimization 98

Domino Data Lab

JULY 22, 2019

The problems down in the mature bucket, those are optimizations, they aren’t showstoppers. You know, typically, when you think about running projects, running teams, in terms of setting the priorities for projects, in terms of describing, what are the key metrics for success for a project, that usually falls on product management.

Data Science 109

Data Science Machine Learning Data Governance Modeling 109

Jet Global

AUGUST 25, 2020

When it comes to optimizing business performance, there’s quite a bit of jargon that gets thrown around. Rather, it represents the management framework put in place by corporate leadership to monitor and respond to important metrics. The term originated with Gartner, the global research and advisory firm , back in 2001.

Software 96

Software Metrics Finance Key Performance Indicator 96