KDnuggets

APRIL 5, 2022

The article summarizes the plethora of UQ methods using Bayesian techniques, shows issues and gaps in the literature, suggests further directions, and epitomizes AI-based systems within the Financial Crime domain.

Uncertainty 160

Uncertainty 160

The Data Visualisation Catalogue

OCTOBER 18, 2024

A Fan Chart is a visualisation tool used in time series analysis to display forecasts and associated uncertainties. Each shaded area shows the range of possible future outcomes and represents different levels of uncertainty with the darker shades indicating higher levels of probability.

Snapshot 84

Snapshot Uncertainty Forecasting Risk 84

Analytics Vidhya

AUGUST 9, 2023

A series of executive departures and concerns over the CEO’s credibility have caused ripples of uncertainty in an industry driven by ambitious innovation. But recent events have cast shadows on the company’s success story. appeared first on Analytics Vidhya.

Uncertainty 271

Uncertainty Modeling Analytics IT 271

O'Reilly on Data

MARCH 27, 2019

Forecasting uncertainty at Airbnb. Watch " Forecasting uncertainty at Airbnb.". The Strata Data Award is given to the most disruptive startup, the most innovative industry technology, the most impactful data science project, and the most notable open source contribution. Watch " Winners of the Strata Data Awards 2019.".

Uncertainty 274

Uncertainty Forecasting Machine Learning Data-driven 274

KDnuggets

FEBRUARY 8, 2024

It’s more important than ever to think long-term about the analytics partnerships you forge. Are you choosing technologies that will stand the test of time? Are you choosing companies with proven track records?

Uncertainty 131

Uncertainty Marketing Testing Technology 131

CIO Business Intelligence

AUGUST 24, 2023

It’s no surprise, then, that according to a June KPMG survey, uncertainty about the regulatory environment was the top barrier to implementing gen AI. So here are some of the strategies organizations are using to deploy gen AI in the face of regulatory uncertainty.

Uncertainty 98

Uncertainty Risk Testing Data Governance 98

CIO Business Intelligence

MARCH 26, 2024

Reflecting a wider industry trend, Dell has revealed workforce reductions, attributing this decision to the ongoing macroeconomic environment that continues to affect demand across the sector.

Uncertainty 119

Uncertainty Forecasting Optimization Consulting 119

CIO Business Intelligence

MAY 19, 2022

They’re people — each with their own unique circumstances at home, families to support, and worries about the uncertainty that comes with a volatile global pandemic. Aside from the workflow inefficiencies that come with a distributed service center, there’s an element of human emotion that needs to be addressed.

Uncertainty 122

Uncertainty Interactive Optimization Forecasting 122

Smart Data Collective

MARCH 2, 2023

As a result, they will need to invest in data analytics tools to sustain a competitive edge in the face of growing economic uncertainty. However, there are even more important benefits of using big data during a bad economy.

Big Data 105

Big Data Uncertainty Risk Data mining 105

CIO Business Intelligence

DECEMBER 1, 2023

Saving money is a top priority for many organizations, particularly during periods of economic uncertainty. Today, security, networking, and IT teams are faced with reduced headcount, shrinking budgets, and the very real need to do more with less.

Uncertainty 98

Uncertainty ROI Dashboards Optimization 98

CIO Business Intelligence

MARCH 15, 2023

The pressure is on to navigate economic uncertainty. Gartner’s downward revision of projected worldwide IT spending in 2023 from 5.1% growth underscores how inflation, interest rate fluctuations, and consumer spending are reshaping forecasts, investment portfolios, and the CIO agenda.

Uncertainty 98

Uncertainty Cost-Benefit Forecasting Insurance 98

CIO Business Intelligence

NOVEMBER 18, 2024

Data silos, lack of standardization, and uncertainty over compliance with privacy regulations can limit accessibility and compromise data quality, but modern data management can overcome those challenges. If the data volume is insufficient, it’s impossible to build robust ML algorithms.

Data-driven 111

Data-driven Machine Learning ROI Uncertainty 111

Corinium

JUNE 10, 2020

The COVID-19 pandemic has highlighted just how important it is for talent leaders to be laser-focused on the kind of work that will accelerate their organizations’ abilities to adapt and thrive in times of uncertainty.

Uncertainty 195

Uncertainty IT 195

CIO Business Intelligence

NOVEMBER 5, 2024

Dealing with uncertain economic environments, which can distract from sustainability issues: Energy prices, price inflation, and geopolitical tensions continue to fluctuate, and that uncertainty can impact focus on environmental sustainability. So far, however, companies seem to be staying the course.

Uncertainty 98

Uncertainty Measurement ROI Reporting 98

Corinium

MAY 20, 2020

With the coronavirus outbreak, customer experience teams across the globe have had to rapidly adapt amid ticket spikes, customer cancellations, market volatility, and increased uncertainty. Each week brought new challenges , and business simply wasn't business as usual.

Snapshot 195

Snapshot Uncertainty Reporting Marketing 195

CIO Business Intelligence

DECEMBER 20, 2022

In the coming year, having a good read on customer needs will be crucial as many organizations battle resource constraints, challenging economic conditions, and continuing uncertainty when it comes to planning.

Uncertainty 98

Uncertainty Digital Transformation Optimization Data Science 98

Rocket-Powered Data Science

FEBRUARY 15, 2023

Those F’s are: Fragility, Friction, and FUD (Fear, Uncertainty, Doubt). Another perspective on technology-induced business disruption (including ChatGPT deployments) is to consider the three F’s that affect (and can potentially derail) such projects. Fragility occurs when a built system is easily “broken” when some component is changed.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

CIO Business Intelligence

OCTOBER 11, 2024

It’s a factor of uncertainty and difficult to see how models develop and the functionality of the tools.” “That’s probably also what holds many people back,” Sandberg adds. They don’t dare jump on the bandwagon because something better might come in six months.

Uncertainty 126

Uncertainty Testing Technology Modeling 126

CIO Business Intelligence

FEBRUARY 3, 2023

Revenue growth at Amazon’s cloud computing division, Amazon Web Services, continued to slow in the fourth quarter as enterprises advanced their cost-cutting measures, brought on by uncertain macroeconomic environment. Despite a 20% year-on-year increase in revenue, reaching $21.4 billion in Q4 2022, this growth rate is slower compared to the 27.5%

Uncertainty 98

Uncertainty Advertising Optimization Reporting 98

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

CIO Business Intelligence

JANUARY 6, 2023

The economists lament, “ A thick fog of uncertainty still surrounds us.” Uncertainty is our jam.” minutes of downtime per year), and expanding digital capabilities in a world characterized by massive economic, political, social, and technological uncertainty. After all, uncertainty is the one certainty.

Uncertainty 124

Uncertainty Strategy Data Processing Reporting 124

O'Reilly on Data

MARCH 25, 2025

By contrast: ML-powered software introduces uncertainty due to real-world entropy (data drift, model drift), making testing probabilistic rather than deterministic. LLM-powered software amplifies this uncertainty further. Iterations produce predictable, discrete releases.

Testing 174

Testing Data-driven Software Measurement 174

CIO Business Intelligence

MARCH 23, 2023

IT services and consultancy firm Accenture said it would lay off 19,000 staffers, or 2.5% of its workforce, over the next 18 months to reduce costs amid uncertain macroeconomic conditions.

Uncertainty 98

Uncertainty Cost-Benefit Consulting Digital Transformation 98

CIO Business Intelligence

SEPTEMBER 10, 2024

Increased executive and board scrutiny on technology investments due to economic uncertainties is playing a role in IT leaders’ growing emphasis on risk management.

Uncertainty 132

Uncertainty Risk Management Risk Management 132

O'Reilly on Data

JANUARY 22, 2019

All models, therefore, need to quantify the uncertainty inherent in their predictions. These factors lead to profound epistemic uncertainty about model parameters. Financial models need a framework that quantifies the uncertainty inherent in predictions of time-variant stochastic processes.

Modeling 212

Modeling Finance Uncertainty Data mining 212

Smart Data Collective

JULY 31, 2022

Predictive analytics tools can be particularly valuable during periods of economic uncertainty. Predictive Analytics Helps Traders Deal with Market Uncertainty. However, predictive analytics will probably be even more important as global uncertainty is higher than ever. Analytics Vidhya, Neptune.AI

Predictive Analytics 145

Predictive Analytics Analytics Uncertainty Forecasting 145

CIO Business Intelligence

JULY 18, 2022

According to John-David Lovelock, research vice president at Gartner, inflationary pressures are top-of-mind for most IT decision-makers at the moment, which creates a degree of uncertainty—high prices today could become even higher tomorrow. in 2022, according to Gartner.

IT 144

IT Uncertainty Data-driven Sales 144

O'Reilly on Data

SEPTEMBER 15, 2020

Technical competence results in reduced risk and uncertainty. They have previously built similar, successful AI applications, and are thus highly confident and relatively accurate in estimating the time, effort, and cost required to deliver again. There’s a lot of overlap between these factors.

Advertising 362

Advertising Cost-Benefit ROI Machine Learning 362

CIO Business Intelligence

DECEMBER 26, 2023

As a first step toward reducing uncertainty and surprise in 2024, I suggest CIOs take baby steps to operationalize learning by leaning into this briefing structure. Uncertainty is Certain A key reason to do this is because uncertainty abounds. There are a wide range of possible outcomes in 2024.

Uncertainty 111

Uncertainty Forecasting Technology Strategy 111

DataKitchen

DECEMBER 7, 2023

The uncertainty of not knowing where data issues will crop up next and the tiresome game of 'who's to blame' when pinpointing the failure. Getting your data reliable is a start, but many other problems arise even if your data could be better. And your customers don't care where the problem is in your toolchain.

Uncertainty 130

Uncertainty Data Quality Dashboards Analytics 130

CIO Business Intelligence

AUGUST 15, 2024

For instance, the increasing cost of capital has affected access to and use of money across all sectors; an increasing regulatory focus on competition and industry dynamics has driven increased scrutiny as a critical factor for uncertainty; geopolitical uncertainties, including unprecedented conflicts across many regions, have forced delays.

Uncertainty 111

Uncertainty Risk Strategy Cost-Benefit 111