CIO Business Intelligence

MARCH 15, 2023

The pressure is on to navigate economic uncertainty. Immediate and long-term implications for CIOs If this information is a few clicks away, consider yourself ahead of the game. Gartner’s downward revision of projected worldwide IT spending in 2023 from 5.1%

Uncertainty 98

Uncertainty Cost-Benefit Forecasting Insurance 98

Andrew White

MAY 4, 2020

COVID-19 and the related economic fallout has pushed organizations to extreme cost optimization decision making with uncertainty. Every decision by every executive leader need information: What investments to furlough or delay, or accelerate? As a result, Data, Analytics and AI are in even greater demand.

Uncertainty 90

Uncertainty Data Quality Consulting Predictive Modeling 90

CIO Business Intelligence

DECEMBER 20, 2022

By Saket Srivastava, Chief Information Officer at Asana There has never been a better time to be a CIO. However, it has also created security challenges — with more access points and sensitive information available to share and download on personal and corporate devices. Saket Srivastava, Chief Information Officer at Asana Asana.

Uncertainty 98

Uncertainty Digital Transformation Optimization Data Science 98

The Unofficial Google Data Science Blog

DECEMBER 14, 2021

by AMIR NAJMI & MUKUND SUNDARARAJAN Data science is about decision making under uncertainty. Some of that uncertainty is the result of statistical inference, i.e., using a finite sample of observations for estimation. But there are other kinds of uncertainty, at least as important, that are not statistical in nature.

Uncertainty 56

Uncertainty Statistics Measurement Cost-Benefit 56

CIO Business Intelligence

JANUARY 6, 2023

The economists lament, “ A thick fog of uncertainty still surrounds us.” Sitting in a booth with his hard-working direct reports, the chief information officer sighs. Uncertainty is our jam.” In other words, IT leaders know there is nothing uncertain about uncertainty. After all, uncertainty is the one certainty.

Uncertainty 124

Uncertainty Strategy Data Processing Reporting 124

O'Reilly on Data

JANUARY 22, 2019

They trade the markets using quantitative models based on non-financial theories such as information theory, data science, and machine learning. All models, therefore, need to quantify the uncertainty inherent in their predictions. These factors lead to profound epistemic uncertainty about model parameters.

Modeling 212

Modeling Finance Uncertainty Data mining 212

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

O'Reilly on Data

JULY 20, 2021

When I’m with other people who share the same pseudo-identity, we can share information. Contextual Integrity describes four key aspects of privacy: Privacy is provided by appropriate flows of information. Appropriate information flows are those that conform to contextual information norms. a photo, text)?

Risk 335

Risk Software Interactive Modeling 335

O'Reilly on Data

JUNE 15, 2023

Most notably, The Future of Life Institute published an open letter calling for an immediate pause in advanced AI research , asking: “Should we let machines flood our information channels with propaganda and untruth? There should also be dynamic information sharing such as is found in anti-spam systems. The hand wringing soon began.

Metrics 360

Metrics Reporting Measurement Finance 360

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. This can help them make more informed trading decisions.

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Predictive Analytics Analytics Uncertainty Forecasting 145

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

Cloudera

JUNE 1, 2021

Well, at Cloudera, we envision a world where everyone can quickly and easily access the data-powered information and insights they need – in just a few clicks. . Important Information and Where to Find It. After all, we invented the whole idea of Big Data. So what’s our next big idea? So what does that mean for all of us?

Uncertainty 144

Uncertainty Cost-Benefit Risk Strategy 144

CIO Business Intelligence

NOVEMBER 1, 2024

One of the world’s largest risk advisors and insurance brokers launched a digital transformation five years ago to better enable its clients to navigate the political, social, and economic waves rising in the digital information age.

IT 122

IT Insurance Consulting Risk 122

DataRobot

AUGUST 5, 2021

But in the study “ When Blemishing Leads to Blossoming: The Positive Effect of Negative Information ,” researchers uncovered a counterintuitive effect of negative information. A small dose of negative information—a small blemish added to an otherwise positive description—yields favorable results. AI and Uncertainty.

Uncertainty 98

Uncertainty Sales Risk Statistics 98

BA Learnings

JULY 18, 2019

I tend to describe the agile approach as a way of working; A targeted way of working that allows us to make changes, respond to customers’ needs and manage uncertainty with minimal delays, and without needing to wade through “red tape”. So, why on earth do we have or even need BAs on scrum teams?

Interactive 266

Interactive Uncertainty Software Management 266

Smart Data Collective

APRIL 20, 2020

With the Coronavirus pandemic, the world has been thrown into complete uncertainty. Large quantities of information are gathered from various sources within an organization. The uncertainty comes with a major market shift, the dimensions of data software cannot be ignored. Using Data to Understand the Future.

Forecasting 126

Forecasting Uncertainty Big Data Marketing 126

CIO Business Intelligence

NOVEMBER 12, 2024

The first is substantive: It’s presumably being used in a meeting to inform some decision aimed at some outcomes. He specializes in removing fear, uncertainty, and doubt from strategic decision-making through empirical data and market sensing. That presentation in question sits inside two workflows.

ROI 73

ROI Uncertainty Metrics Testing 73

CIO Business Intelligence

NOVEMBER 15, 2022

In this second episode of our 5-episode podcast , Essential Connections: The Business Owner’s Guide to Growth During Economic Uncertainty , we examine how to future-proof your business with agile IT leadership. Our guest, Paddy Srinivasan, GoTo’s CEO, says this is essential. Having multiple vendors and tools drive up costs significantly.

Uncertainty 103

Uncertainty IT Optimization Technology 103

CIO Business Intelligence

FEBRUARY 20, 2025

Viole Kastrati: Without systematic and continuous reporting, it is almost impossible to get a complete picture of the personnel situation and make informed decisions based on it. This is due, on the one hand, to the uncertainty associated with handling confidential, sensitive data and, on the other hand, to a number of structural problems.

Big Data 84

Big Data Measurement Visualization Machine Learning 84

CIO Business Intelligence

JANUARY 11, 2024

To get back in front, IT leaders will have to transform lessons learned from 2023 into actionable, adaptable processes, as veteran technology pros have been remarkably consistent in identifying global and economic uncertainties as key challenges for IT leaders to anticipate in 2024 as well.

IT 133

IT Uncertainty Cost-Benefit Strategy 133

Dataiku

SEPTEMBER 22, 2020

As organizations face uncertainty in the wake of the global health crisis, many are seeking unique ways to understand the new dynamics of the economic landscape and monitor their recovery process.

Uncertainty 105

Uncertainty Management Finance Strategy 105

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. Establishing such a vision will also strongly inform your briefing strategy.

Uncertainty 111

Uncertainty Forecasting Technology Strategy 111

CIO Business Intelligence

AUGUST 15, 2024

Most IT and information security leaders are very familiar with the term VUCA. Standing for volatility, uncertainty, complexity, and ambiguity, it encapsulates the world we’re operating in today, one that is only going to grow more complex and uncertain over time. But at the end of the day, nobody wants to have a bad day.

Uncertainty 142

Uncertainty IT Strategy Risk 142

CIO Business Intelligence

NOVEMBER 1, 2024

One of the world’s largest risk advisors and insurance brokers launched a digital transformation five years ago to better enable its clients to navigate the political, social, and economic waves rising in the digital information age.

IT 105

IT Insurance Consulting Risk 105

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

CIO Business Intelligence

NOVEMBER 20, 2022

Dan West, Chief Digital Information Officer (CDIO) for Health and Social Care in Northern Ireland, discusses health and social care reform, innovating through uncertainty, and balancing transformation with business-as-usual.

Uncertainty 98

Uncertainty 98

erwin

AUGUST 13, 2020

Compliance and Legislation : How do we manage uncertainty around legislative change (e.g., First and foremost, we need to build trust in the information we hold within our repositories. Next, we need to close the information gap between enterprise architecture functions that fail to provide real value to their stakeholders.

Enterprise 143

Enterprise Cost-Benefit Uncertainty ROI 143

Smart Data Collective

SEPTEMBER 7, 2021

Data-based insights can help make the right decisions, keep up with market trends and navigate the uncertainty. This information can further be used in marketing strategies. The retail corporation gathers information about their consumers, like what they’ve looked for, bought and uses such insights for their marketing practices.

Big Data 145

Big Data Technology Predictive Analytics Cost-Benefit 145

O'Reilly on Data

OCTOBER 13, 2020

As the AI product management role advances in maturity, more and more information and advice has become available. In engineering for production, AI PMs must take into account the speed at which information from ML/AI models must be delivered (to validation tasks, to other systems in the product, and to users).

Management 314

Management Machine Learning Metrics Modeling 314

CIO Business Intelligence

MARCH 14, 2022

Hubbard defines measurement as: “A quantitatively expressed reduction of uncertainty based on one or more observations.”. This acknowledges that the purpose of measurement is to reduce uncertainty. And the purpose of reducing uncertainty is to make better decisions. I call this point data saturation.

Uncertainty 105

Uncertainty Measurement Cost-Benefit Optimization 105

The Data Visualisation Catalogue

JANUARY 1, 2021

Uncertainty & Error. Charts used to communicate and/or analyse the range of error or uncertainty within a dataset. You can find more information on some of these chart types on the homepage. Also known as “multi-variate analysis” or “multi-dimensional analysis” Chernoff Faces. Parallel Coordinates.

Uncertainty 129

Uncertainty Marketing Visualization IT 129

CIO Business Intelligence

FEBRUARY 1, 2023

Interest in digital transformation has also merged with the need to rebuild organisations after a period of disruption caused by the pandemic, supply chain and employee shortages, and economic uncertainty. Big Data, Data and Information Security, Digital Transformation How do organisations understand digital transformation?

Digital Transformation 116

Digital Transformation Uncertainty IoT Risk 116

The Unofficial Google Data Science Blog

DECEMBER 4, 2019

This classification is based on the purpose, horizon, update frequency and uncertainty of the forecast. Hyndman cautions that adjustments should be made sparingly using a structured and systematic approach and are “most effective when there is significant additional information at hand or strong evidence of the need for an adjustment.” [3].

Forecasting 115

Forecasting Data Science Statistics Uncertainty 115

O'Reilly on Data

SEPTEMBER 15, 2021

There was a lot of uncertainty about stability, particularly at smaller companies: Would the company’s business model continue to be effective? Economic uncertainty caused by the pandemic may be responsible for the declines in compensation. Certified Information Systems Security Professional a.k.a.

Machine Learning 363

Machine Learning Statistics Reporting Consulting 363

Jet Global

JANUARY 12, 2021

With the pace of change and uncertainty facing your business, is your current planning process fit for purpose? Do leaders have timely, accurate, and relevant information to make quick, yet effective decisions? It takes too long and is the route to the business slow lane.

Uncertainty 98

Uncertainty Finance Forecasting Testing 98

CIO Business Intelligence

DECEMBER 19, 2022

The Information Technology and Innovation Foundation found that the number of laws, regulations and government policies requiring digital information to be stored in a specific country more than doubled globally over the most recent four-year period. Those rules are proliferating quickly. Securities Act of 1933, as amended.

Uncertainty 138

Uncertainty Risk Data-driven Reporting 138

O'Reilly on Data

FEBRUARY 11, 2020

The responses show a surfeit of concerns around data quality and some uncertainty about how best to address those concerns. But just 20% of survey respondents say their organizations publish information about data provenance or data lineage, which—along with robust metadata—are essential tools for diagnosing and resolving data quality issues.

Data Quality 363

Data Quality Metadata Data Governance Publishing 363