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

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

Dataiku

JULY 6, 2022

Which metrics should be reported? In this article, we relate our experience in building an evaluation framework for Uncertainty Quantification (UQ) in ML. How can we ensure enough diversity in the selected datasets? Which baselines should be included for fair comparison?

Uncertainty 64

Uncertainty Metrics Reporting IT 64

Jet Global

MAY 15, 2020

Tracking real estate industry metrics is crucial to your organization’s success. With current market uncertainty, it’s important to understand and track the benchmarks that drive your firm—industry trends, regulatory changes, new accounting standards, cost and profitability, as well as guidance on cash flows. Ready to learn more?

Metrics 59

Metrics Optimization Management Uncertainty 59

CIO Business Intelligence

FEBRUARY 20, 2025

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. Solid reporting provides transparent, consistent and combined HR metrics essential for strategic planning, risk management and the management of HR measures.

Big Data 84

Big Data Measurement Visualization Reporting 84

Smart Data Collective

AUGUST 18, 2021

Although widely used, keyword scanning software alone simply doesn’t generate sufficient success metrics when sifting through candidate resumes. Even though you may hit it off with a candidate in an interview and be impressed with their resume, that doesn’t necessarily mean they’re the right fit for your business. Retaining staff.

Data Science 139

Data Science Management Big Data Metrics 139

CIO Business Intelligence

SEPTEMBER 15, 2023

Salesforce sees boomerang hires as a new success metric, the top executives said, adding that there still might be strategic layoffs in the future. The top executives said that some of the new positions are more likely to be filled by what the company terms as “boomerang” hires.

IT 132

IT Uncertainty Sales Data-driven 132

CIO Business Intelligence

SEPTEMBER 20, 2023

They are afraid of failure and the uncertainty of knowledge work, and so that’s stressful. Agile is an amazing risk management tool for managing uncertainty, but that’s not always obvious.” The key is recognizing that planning must be an agile discipline, not a standalone activity performed independently of agile teams.

Digital Transformation 135

Digital Transformation Uncertainty Metrics Business Objectives 135

DataKitchen

SEPTEMBER 21, 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. Moreover, advanced metrics like Percentage Regional Sales Growth can provide nuanced insights into business performance. One of the primary sources of tension?

Testing 173

Testing Data Quality Predictive Modeling Metrics 173

Rocket-Powered Data Science

JULY 19, 2023

For example, an exploration of historical data may reveal that an increase in customer satisfaction (or dissatisfaction) with one particular product is correlated with some other satisfaction (or dissatisfaction) metric downstream at a later date.

Data-driven 188

Data-driven Enterprise Analytics Machine Learning 188

The Unofficial Google Data Science Blog

DECEMBER 4, 2019

This classification is based on the purpose, horizon, update frequency and uncertainty of the forecast. A single model may also not shed light on the uncertainty range we actually face. These characteristics of the problem drive the forecasting approaches.

Forecasting 113

Forecasting Data Science Statistics Uncertainty 113

Cloudera

DECEMBER 3, 2021

Systems should be designed with bias, causality and uncertainty in mind. Uncertainty is a measure of our confidence in the predictions made by a system. We need to understand and provide the greatest human oversight on systems with the greatest levels of uncertainty. System Design. Human Judgement & Oversight. Model Drift.

Uncertainty 102

Uncertainty Measurement Metrics Risk 102

CIO Business Intelligence

NOVEMBER 15, 2022

Resilient cybersecurity Despite the clamour for new digital investments, Gartner’s analysts did recognise that this would represent a new cybersecurity risk, with some attributing the increased spending in security over the next year down to ongoing uncertainty regarding Russia’s invasion of Ukraine.

Digital Transformation 143

Digital Transformation Machine Learning Experimentation Metrics 143

Jet Global

SEPTEMBER 28, 2020

COVID-19 introduces another level of uncertainty. Therefore, decision-makers need to track this metric constantly (ideally in real time) rather than getting weekly, daily, or even hourly updates. Lenders use this metric to inform financing decisions, which many utilities will need in the coming years to cover new construction costs.

Key Performance Indicator 98

Key Performance Indicator Metrics Cost-Benefit Finance 98

Sisense

APRIL 20, 2020

Through understanding past crises and recent data in the world around us, we want to help everyday people understand how their choices will lead to a better outcome, dispel uncertainty and use data to chart, draw, and paint a better future.

Uncertainty 52

Uncertainty Data-driven Dashboards Metrics 52

CIO Business Intelligence

FEBRUARY 7, 2023

In economic uncertainty, it’s natural for executives to explore where to reduce spending, trim the fat , so to speak, and cut enterprising investments as a matter of caution. But this thinking is also counter-productive for all the reasons that make uncertainty so predictable. There’s much to be done.

Uncertainty 116

Uncertainty Cost-Benefit Sales Reporting 116

Jet Global

DECEMBER 3, 2019

PeopleSoft data automatically upload into dozens of pre-built templates designed to track the most important metrics and processes related to enterprise performance. The reports themselves even have drill-down capabilities that show users the data behind each metric. Taking Full Advantage of Better Data.

Reporting 98

Reporting Uncertainty Metrics Cost-Benefit 98

CIO Business Intelligence

JUNE 8, 2022

Digital disruption, global pandemic, geopolitical crises, economic uncertainty — volatility has thrown into question time-honored beliefs about how best to lead IT. Thriving amid uncertainty means staying flexible, he argues. . Demand transparency on everything — especially on metrics — and be transparent back.

IT 133

IT Cost-Benefit Uncertainty Digital Transformation 133

CIO Business Intelligence

JULY 23, 2024

Gen AI can still hallucinate, even if tuned, creating a level of uncertainty when more traditional tools would be more consistent. It’s a scary level of uncertainty and risk, and that makes it difficult to use as a rip and replace for existing technologies.”

Uncertainty 131

Uncertainty Machine Learning Business Intelligence Marketing 131

CIO Business Intelligence

JUNE 2, 2022

Businesses today have faced greater levels of uncertainty than ever before. Time saved is an important metric for any DevOps administrator. By Milan Shetti, CEO Rocket Software. Ease of implementation and use.

Uncertainty 130

Uncertainty Reporting Software Cost-Benefit 130

AWS Big Data

SEPTEMBER 5, 2024

Although the absolute metrics of the sparse vector model can’t surpass those of the best dense vector models, it possesses unique and advantageous characteristics. Performance evaluation of retrieval In RAG knowledge retrieval, we usually focus on the relevance of top results, so our evaluation uses recall@4 as the metric indicator.

Metrics 111

Metrics Testing Experimentation Modeling 111

Jet Global

MARCH 27, 2020

Now that every industry is facing a prolonged period of uncertainty, having access to accurate, up-to-date information is more critical than ever. With so much uncertainty on the horizon, everyone in the construction industry needs to be at the top of their game , especially in terms of finance and accounting. Bonding Capacity.

Uncertainty 64

Uncertainty Metrics Finance Measurement 64

Smart Data Collective

JULY 1, 2023

Consistency and agreement Establish an agreement metric (e.g., Address their questions and clarify any uncertainties promptly. Establish metrics for review Create specific metrics for measuring annotation quality and use them to evaluate both individual annotators and the overall annotation process.

Machine Learning 93

Machine Learning Metrics Uncertainty Deep Learning 93

CIO Business Intelligence

SEPTEMBER 22, 2022

And they introduced this idea, the VUCA world: Volatile, Uncertainty, Complex, and Ambiguous. So while vision will be disproportionately rewarded, uncertainty yields to understanding, complexity yields to clarity, and ambiguity yields to agility. On metrics: It’s been said a lot that data is the new oil.

Uncertainty 111

Uncertainty Forecasting Visualization Big Data 111

Smart Data Collective

AUGUST 19, 2021

Several metrics exist to help you figure this out. Analytics opens up a whole new world for you and takes the uncertainty off identifying your target audience. Analytics can also help you collate key metrics such as click-through rates, returning customers on the site, time spent on pages, etc. What are their patterns?

Marketing 134

Marketing Analytics Measurement Optimization 134

The Unofficial Google Data Science Blog

AUGUST 27, 2019

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. If we could separate bad videos from good videos perfectly, we could simply calculate the metrics directly without sampling. The missing verdicts create two problems.

Metrics 98

Metrics Statistics Uncertainty Optimization 98

Jet Global

JUNE 23, 2020

As companies grapple with economic shutdowns, plummeting revenues, market instability, and economic uncertainty now and into the foreseeable future, they need financial insights more than ever before. Every accounting department handles financial reporting differently depending on its metrics, strategy, or audience.

Reporting 98

Reporting Uncertainty Metrics Measurement 98

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. Agile networks can respond quickly to changes in the market, customer demands, employee requirements, and technology advances.

Management 98

Management Internet of Things Cost-Benefit Uncertainty 98

Jet Global

OCTOBER 8, 2020

And it’s possible to become lost in the minutiae of the many different metrics available to measure an organisation’s AR capabilities. Analysing the necessary data is a massive undertaking, and one that can draw finance professionals away from other tasks.

Finance 98

Finance Reporting Forecasting Uncertainty 98

datapine

SEPTEMBER 4, 2023

Not only is each flight color-coded by the airline, but this short movie-style visualization has transformed flight-based metrics into a piece of art that shows the path of each flight in action. A glorious example of numerical metrics transformed into something accessible, engaging, and informational for everyone.

Interactive 264

Interactive Visualization Cost-Benefit Dashboards 264

Jet Global

MAY 11, 2021

In terms of the key metrics finance teams are monitoring to signal a broader financial recovery, respondents named sales and revenue (35%), operating cash flow (29%) and net profit margin (27%) as the top three. COVID-19 Response & Economic Recovery Indicators.

Finance 98

Finance Technology Forecasting Uncertainty 98

The Unofficial Google Data Science Blog

APRIL 23, 2024

the weight given to Likes in our video recommendation algorithm) while $Y$ is a vector of outcome measures such as different metrics of user experience (e.g., Crucially, it takes into account the uncertainty inherent in our experiments. Here, $X$ is a vector of tuning parameters that control the system's operating characteristics (e.g.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

CIO Business Intelligence

MARCH 10, 2023

Because of this, the importance of code quality shows why project velocity is not a metric to be seen in isolation as it often is. Mitigate DX-killing red tape The business longs for metrics and insights into what’s happening in the dark interior of software creation. But too much intrusion into developer workflow is a real DX killer.

Software 122

Software Metrics Uncertainty Sales 122

Jet Global

NOVEMBER 15, 2019

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. Users can drill down into the facts and figures that make up key metrics to understand the forces having the biggest impact on enterprise performance. Download Now. How accessible?

Reporting 75

Reporting Uncertainty Metrics Finance 75

bridgei2i

JULY 8, 2020

This is probably the first time ever that we are witnessing a demand, a supply, and also a resource uncertainty. Effectiveness, which is, how can any form of digital information help us drive business metrics. Vignesh: Ganesh, you really highlighted some very important themes. These are strange times. And all at the same time.

Digital Transformation 132

Digital Transformation Enterprise Insurance Risk 132

Sisense

MARCH 26, 2020

Now is the time to apply the full force of business intelligence used by analytics teams to help navigate growing uncertainty. Now is the time to apply the full force of business intelligence used by analytics teams to help navigate growing uncertainty.” Evan Castle, Sisense Head of BI & Analytics Products.

Management 91

Management Cost-Benefit Uncertainty Digital Transformation 91

Jet Global

JANUARY 5, 2021

Although Microsoft’s rollout of its two ERP cloud products (D365 F&SCM, and for smaller businesses, D365 Business Central) has been going on for some time, the current climate of economic uncertainty has prompted a lot of companies to hit the pause button on migration, choosing instead to stay the course with their existing Dynamics AX systems.

Reporting 98

Reporting Data Warehouse Finance Dashboards 98