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.”

Management 363

Management Machine Learning Experimentation Metrics 363

Occam's Razor

APRIL 8, 2013

To win in business you need to follow this process: Metrics > Hypothesis > Experiment > Act. We are far too enamored with data collection and reporting the standard metrics we love because others love them because someone else said they were nice so many years ago. That metric is tied to a KPI.

Metrics 157

Metrics Analytics KPI Key Performance Indicator 157

CIO Business Intelligence

APRIL 27, 2023

At this time of dynamic business and market changes, uncertainty, and quickly evolving consumption models for IT infrastructure, every IT executive understands the benefits and necessity of network agility. We’ve seen how it can gather and organize telemetry data collected from all parts of a company’s network.

Management 98

Management Internet of Things Cost-Benefit Uncertainty 98

Jet Global

NOVEMBER 15, 2019

Despite the fact that massive amounts of information lives inside this solution, PeopleSoft reporting is a cumbersome process, mostly because the data are poorly integrated. Members of the finance or IT teams have to go hunting through multiple data sources, identifying and integrating the metrics they need to build reports.

Reporting 75

Reporting Uncertainty Metrics Finance 75

IBM Big Data Hub

SEPTEMBER 11, 2023

Government executives face several uncertainties as they embark on their journeys of modernization. A pain point tracker (a repository of business, human-centered design and technology issues that inhibit users’ ability to execute critical tasks) captures themes that arise during the data collection process.

Data-driven 85

Data-driven IT Measurement Cost-Benefit 85

Occam's Razor

JULY 12, 2010

Please click on the above image for a higher resolution version , including all the other metrics.]. In the last month data was copied off one of my posts 5,616 times, with most of it being content and some of it images. Click on the image for a higher resolution version , along with a peek at other metrics.]. Why is this cool?

Analytics 97

Analytics Measurement Metrics KPI 97

Jet Global

JANUARY 22, 2020

Much of the financial reporting process, including data collection, integration, analysis, and visualization, can now run on autopilot. They’ve identified their most important performance metrics and report on those at the exclusion of all others. All of this is possible thanks to breakthroughs in automation.

Reporting 78

Reporting Snapshot Data-driven Uncertainty 78