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

CIO Business Intelligence

JULY 17, 2023

DM automates data collection from machines and operators, offering critical insights into the status of assets. It provides a single, transparent data source, improving visibility at every stage of manufacturing. “The It has transformed ZEISS´s shop floor operations.

Manufacturing 98

Manufacturing Snapshot Uncertainty Digital Transformation 98

CIO Business Intelligence

APRIL 28, 2024

However, new energy is restricted by weather and climate, which means extreme weather conditions and unpredictable external environments bring an element of uncertainty to new energy sources. communication reliability, which supports minute-level data collection and second-level control for low-voltage transparency.

Interactive 95

Interactive Uncertainty Data Collection IoT 95

O'Reilly on Data

JULY 20, 2021

We can’t forget that the machine learning that is doing biometrics is not a deterministic calculation; there is always some degree of uncertainty. If you’re designing a device, you need to require users to opt in to data sharing (especially as regions adapt GDPR and CCPA-like regulation).

Risk 331

Risk Software Interactive Modeling 331

CIO Business Intelligence

JUNE 28, 2022

Good data scientists can also reduce some of this uncertainty through cleansing. Those fears are fueling regulation and often snagging companies and even well-meaning data scientists into public relations blowback. Not only that, but people are deliberately jamming data collection with fake values or wrong answers.

Management 138

Management Internet of Things Statistics Data-driven 138

CIO Business Intelligence

JUNE 22, 2022

Digital infrastructure, of course, includes communications network infrastructure — including 5G, Fifth-Generation Fixed Network (F5G), Internet Protocol version 6+ (IPv6+), the Internet of Things (IoT), and the Industrial Internet — alongside computing infrastructure, such as Artificial Intelligence (AI), storage, computing, and data centers.

Digital Transformation 105

Digital Transformation Internet of Things Manufacturing Unstructured Data 105

CIO Business Intelligence

MARCH 8, 2023

Where I’ve seen AI projects fail is in trying to bring the massive amounts of data from where it’s created to the training model [in some public cloud] and get timely insights, versus taking the model and bringing it closer to where the data is created,” Lavista explains.

Manufacturing 102

Manufacturing Business Objectives Cost-Benefit Uncertainty 102

CIO Business Intelligence

AUGUST 5, 2022

Where I’ve seen AI projects fail is in trying to bring the massive amounts of data from where it’s created to the training model [in some public cloud] and get timely insights, versus taking the model and bringing it closer to where the data is created,” Lavista explains. The HPE GreenLake Advantage.

IT 98

IT Manufacturing Business Objectives Cost-Benefit 98

Jet Global

NOVEMBER 16, 2021

Some cover just digital advertising revenues, whereas others are going further to include revenues from the provision of a digital interface, targeted advertising, and the transmission of data collected about users for advertising purposes. The Complete Guide to Corporate Tax Software. Download Now.

Advertising 97

Advertising Forecasting Uncertainty Risk 97

Jet Global

NOVEMBER 15, 2019

Automated Data Collection. Does it involve more work than you’d like and create more uncertainty than you can accept? Here’s how. Trying to create a single source of truth by hand is a losing battle. 7 Steps to Building your Single Source of Truth. Download Now. How accessible? Contact us to learn more.

Reporting 75

Reporting Uncertainty Metrics Finance 75

Cloudera

DECEMBER 21, 2020

As customers shift online, the data trails they leave behind, through email opens, click-throughs, preferred member programs, can help retailers provide personalized insights on a level like never before. Making Hybrid Cloud Work for Data-Driven ASEAN Retailers .

Data-driven 93

Data-driven Data Strategy Strategy Cost-Benefit 93

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

Cloudera

SEPTEMBER 29, 2021

In a world rife with uncertainty, governments need to ensure that their citizens’ health and well-being are taken care of even as they seek to keep their economies afloat. Data can be used to solve many problems faced by governments, and in times of crisis, can even save lives. .

Digital Transformation 83

Digital Transformation Data Governance Data-driven Machine Learning 83

Jet Global

JANUARY 22, 2020

Much of the financial reporting process, including data collection, integration, analysis, and visualization, can now run on autopilot. Decision makers were looking for a dynamic and detailed perspective into the data, and instead, they got something that only inspired uncertainty.

Reporting 78

Reporting Snapshot Data-driven Uncertainty 78

IBM Big Data Hub

SEPTEMBER 28, 2023

Building transparency into IBM-developed AI models To date, many available AI models lack information about data provenance, testing and safety or performance parameters. For many businesses and organizations, this can introduce uncertainties that slow adoption of generative AI, particularly in highly regulated industries.

Testing 87

Testing Finance Enterprise Modeling 87

CIO Business Intelligence

SEPTEMBER 22, 2022

Deeper digital transformation can help companies better deal with uncertainties.”. Bob Chen points out that data ingestion, transmission, storage, and analysis are key steps in digital transformation. per year over 2022 to 2024. We are entering the fourth industrial revolution, where menial office tasks will be carried out by machines.

Technology 52

Technology Digital Transformation Broadcasting Uncertainty 52

Occam's Razor

APRIL 8, 2013

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. They might deal with uncertainty, but they're not random. Online, offline or nonline. Yet this structure rarely exists in companies.

Metrics 157

Metrics KPI Analytics Key Performance Indicator 157

DataRobot Blog

OCTOBER 4, 2022

In the last few years, businesses have experienced disruptions and uncertainty on an unprecedented scale. The situation is even more challenging for companies in industries that use historical data to give them visibility into future operations, staffing, and sales forecasting. Managing Through Socio-Economic Disruption.

Forecasting 59

Forecasting Sales Data-driven Modeling 59

Occam's Razor

JULY 12, 2010

In this case measuring "Personable": Engaged in other people's well-being and at peace with expressing your own uncertainty about the world. There are many methods of collecting data depending on the platform you are on, and if Steve Jobs gets upset he can totally shut you down with a mere update of his TOS! :).

Analytics 97

Analytics Measurement Metrics KPI 97

The Unofficial Google Data Science Blog

APRIL 17, 2017

Quantification of forecast uncertainty via simulation-based prediction intervals. We conclude with an example of our forecasting routine applied to publicly available Turkish Electricity data. They can arise from data collection errors or other unlikely-to-repeat causes such as an outage somewhere on the Internet.

Forecasting 83

Forecasting Modeling Statistics Uncertainty 83

CIO Business Intelligence

MARCH 29, 2022

Lowering the entry cost by re-using data and infrastructure already in place for other projects makes trying many different approaches feasible. Fortunately, learning-based projects typically use data collected for other purposes. . Duplication of data also entails duplication of effort, which is an additional cost.

Cost-Benefit 52

Cost-Benefit Machine Learning Metadata Data Quality 52

Occam's Razor

APRIL 15, 2019

Archetype #3: How they react: Their trigger instinct in face of factual negative data is to make excuses. To poke holes in the data/methodology (regardless of the Rationalizer’s analytical competence). To create enough uncertainty to fuzzy up any negative – or remotely negative – data. To provide context.

Measurement 80

Measurement Strategy Data Processing Uncertainty 80

Domino Data Lab

JUNE 23, 2019

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. This really rewards companies with an experimental culture where they can take intelligent risks and they’re comfortable with those uncertainties.

Management 110

Management Machine Learning Experimentation Metrics 110

CIO Business Intelligence

SEPTEMBER 26, 2024

Today, leading enterprises are implementing and evaluating AI-powered solutions to help automate data collection and mapping, streamline administrative support, elevate marketing efficiencies, boost customer support, strengthen their cyber security defenses, and gain a strategic edge. What a difference 18 months makes.

Cost-Benefit 115

Cost-Benefit Risk Enterprise Uncertainty 115

Depict Data Studio

MAY 12, 2020

Amanda went through some of the top considerations, from data quality, to data collection, to remembering the people behind the data, to color choices. COVID-19 Data Quality Issues. Amanda said, “Consider the fact that even though the dataset are very accessible right now, does not mean it is high quality data.”.

Visualization 52

Visualization Uncertainty Data Collection Data Quality 52

Darkhorse

MARCH 31, 2015

Add to these all of the decisions that they could be making (but aren’t) because of uncertainty or laziness. Step 3: Scope the Projects In looking at what remains, you can start to estimate the difficulty or uncertainty associated with finding a solution. Step 1: The Brain Storm We start at the end: the decision.

Uncertainty 45

Uncertainty Data-driven Metrics Consulting 45

Domino Data Lab

JULY 22, 2019

They learned about a lot of process that requires that you get rid of uncertainty. They’re being told they have to embrace uncertainty. How can you trace that all the way back into the data collection? You know, these are probabilistic systems. How could that make sense? That doesn’t make sense.

Data Science 109

Data Science Machine Learning Data Governance Modeling 109

Anmut

OCTOBER 29, 2020

This ongoing trade-off between reporting timely and accurate information strains the reliability of the data. In a time of uncertainty, it also pressures decision-making bodies even more into making the right decision. COVID-19 exposes shortcomings in data management.

Data Governance 52

Data Governance Data Collection Data-driven Statistics 52

The Unofficial Google Data Science Blog

JULY 18, 2023

Editor's note : The relationship between reliability and validity are somewhat analogous to that between the notions of statistical uncertainty and representational uncertainty introduced in an earlier post. Measurement challenges Assessing reliability is essentially a process of data collection and analysis.

Measurement 52

Measurement Metrics Uncertainty Slice and Dice 52

datapine

DECEMBER 28, 2021

With the rise of advanced technology and globalized operations, statistical analyses grant businesses an insight into solving the extreme uncertainties of the market. Exclusive Bonus Content: Download Our Free Data Integrity Checklist. Get our free checklist on ensuring data collection and analysis integrity!

Statistics 363

Statistics Advertising Visualization Data mining 363

Jet Global

JULY 28, 2023

Here, we discuss how factors like market uncertainty and IT dependence impact finance teams throughout EMEA. The State of Finance in EMEA Finance teams worldwide have been deeply impacted by market uncertainty. When searching for tax-management software, find one that automates data collection and processing.

Finance 52

Finance Uncertainty Reporting Forecasting 52

Jet Global

MARCH 22, 2023

By leveraging technology that automates tax data collection and processing, your team can produce more accurate reports, reduce risk, and free up time to focus on more strategic initiatives. Automated tax data collection dramatically reduces your reliance on other teams.

Reporting 52

Reporting Software Risk Enterprise 52

CIO Business Intelligence

FEBRUARY 13, 2025

However, as AI adoption accelerates, organizations face rising threats from adversarial attacks, data poisoning, algorithmic bias and regulatory uncertainties. Fortifying AI frontiers across the lifecycle Securing AI requires a lifecycle approach that addresses risks from data collection to deployment and ongoing monitoring.

Risk 116

Risk Data-driven Finance Risk Management 116

O'Reilly on Data

JUNE 16, 2020

But when making a decision under uncertainty about the future, two things dictate the outcome: (1) the quality of the decision and (2) chance. This essay is about how to take a more principled approach to making decisions under uncertainty and aims to provide certain conceptual and cognitive tools for how to do so, not what decisions to make.

Uncertainty 350

Uncertainty Testing Risk Reporting 350

Jet Global

APRIL 14, 2025

During a time of market uncertainty, how can you confidently budget, plan, and report while adapting to change? Streamline Your Budgeting Process With Ease Oracle EBS users have powerful tools for data collection, storage, and organization at their disposal, but business questions that require custom reports require IT teams to run.

Reporting 52

Reporting Marketing Finance Forecasting 52