IBM Big Data Hub

APRIL 18, 2024

While leaders have some reservations about the benefits of current AI, organizations are actively investing in gen AI deployment, significantly increasing budgets, expanding use cases, and transitioning projects from experimentation to production. The AGI would need to handle uncertainty and make decisions with incomplete information.

Cost-Benefit 97

Cost-Benefit Modeling Manufacturing Interactive 97

CIO Business Intelligence

MAY 16, 2023

That customer profile helps the branch optimize customer service, as does the use of technology to sort paper files rather than assigning tellers to the task. Uncertainty : Many banks are unsure about their inventory—exactly what’s in all those boxes and cabinets. Have floods or other events damaged legacy records?

Digital Transformation 104

Digital Transformation Uncertainty Risk Cost-Benefit 104

CIO Business Intelligence

JANUARY 4, 2023

Workflow Optimization from Edge to Core/Cloud and Back : Integration with edge devices as well as integration with different HPC systems is currently designed in-house or otherwise customized. As a community, we keep sharing information and we stay on top of developments to realize the maximum benefits of HPC.

Cost-Benefit 59

Cost-Benefit Machine Learning Modeling Uncertainty 59

The Unofficial Google Data Science Blog

DECEMBER 4, 2019

by THOMAS OLAVSON Thomas leads a team at Google called "Operations Data Science" that helps Google scale its infrastructure capacity optimally. This classification is based on the purpose, horizon, update frequency and uncertainty of the forecast. If the costs of prediction error are asymmetric (e.g. 95th percentile).

Forecasting 113

Forecasting Data Science Statistics Uncertainty 113

BI-Survey

FEBRUARY 14, 2022

Overnight, the impact of uncertainty, dynamics and complexity on markets could no longer be ignored. Local events in an increasingly interconnected economy and uncertainties such as the climate crisis will continue to create high volatility and even chaos. Does the effort match the benefit? Are there better methods?

Forecasting 52

Forecasting Uncertainty Measurement Software 52

The Unofficial Google Data Science Blog

APRIL 19, 2021

At Google we make predictions for a large number of binary events such as “will a user click this ad” or “is this email spam”. In addition to the raw classification of $Y = 0$/'NotSpam' or $Y = 1$/'Spam' we are also interested in predicting the probability of the binary event $Pr(Y = 1 | X)$ for some covariates $X$.

Modeling 122

Modeling IT Metrics Testing 122

datapine

SEPTEMBER 4, 2023

Table of Contents 1) The Benefits Of Data Visualization 2) Our Top 27 Best Data Visualizations 3) Interactive Data Visualization: What’s In It For Me? Our Top 27 Best Data Visualizations Now that we’ve outlined the clear-cut benefits, let’s explore our 27 best data visualization examples from experts worldwide.

Interactive 264

Interactive Visualization Cost-Benefit Dashboards 264

The Unofficial Google Data Science Blog

MARCH 31, 2016

In the context of prediction problems, another benefit is that the models produce an estimate of the uncertainty in their predictions: the predictive posterior distribution. Although Gaussian models are a good way to introduce random effects, in practice we must often model discrete data — usually in the form of counts of events.

Modeling 40

Modeling Statistics Advertising Testing 40

Jet Global

FEBRUARY 5, 2024

Top Reasons for a Heavy Carbon Footprint From Your Supply Chain Keeping supply chains operating seamlessly in geopolitical and economic uncertainty is not a new challenge for global manufacturers, though it may feel like supply chain turbulence has become the new normal. Total dependence on fossil fuels.

Optimization 52

Optimization Operational Reporting Manufacturing Reporting 52

Jet Global

JULY 14, 2022

To solve this cash flow problem, you may have to raise prices, let go of some staff, find investors, or better optimize your cash flow management. The accrual basis of accounting measures the financial position and performance of your business by understanding economic events regardless of when cash transactions occur. Fixed Cost.

Finance 52

Finance Cost-Benefit Measurement Sales 52

Jet Global

AUGUST 18, 2023

This year, companies worldwide find themselves navigating constant market uncertainty, needing to accomplish more with less resources, and preparing for a potential recession. Challenge 1: Budgetary restraints Due to market uncertainty, businesses are treating their budgets with more scrutiny.

Finance 52

Finance Reporting Uncertainty Operational Reporting 52

Jet Global

JANUARY 31, 2022

The traditional approach to budgeting calls for a standard uplift from the prior year’s numbers, followed by some adjustments to account for shifting priorities or rapidly rising costs in one category or another. They, in turn, rely on key players within their departments for input on costs, commitments, timelines, and expected outcomes.

Forecasting 52

Forecasting Recreation/Entertainment Finance Software 52