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. Big data technology used to be a luxury for small business owners. It helps companies operate more efficiently, tap larger markets of customers, and solve some of their most complex challenges.

Big Data 82

Big Data Uncertainty Risk Data mining 82

Jedox

APRIL 21, 2020

Swift changes are forcing management to rethink operating models. In the face of unprecedented uncertainty, the question is how to quickly evaluate risk, opportunities and competitively allocate capital. This requires modeling, not casual empiricism. In the face of uncertainty, investor relations are paramount.

Uncertainty 52

Uncertainty Modeling Management Finance 52

Jedox

APRIL 16, 2020

Dean Boyer as a guest to the Jedox Blog for our series on “Managing Uncertainty” Mr. Boyer is a Director of Technology Services at Marks Paneth LLP, a premier accounting firm based in the United States. He shares his expertise on how an EPM solution supports managing economic uncertainty, particularly in times of crisis.

Uncertainty 52

Uncertainty Management Forecasting Predictive Modeling 52

O'Reilly on Data

JANUARY 22, 2019

An exploration of three types of errors inherent in all financial models. At Hedged Capital , an AI-first financial trading and advisory firm, we use probabilistic models to trade the financial markets. All financial models are wrong. Clearly, a map will not be able to capture the richness of the terrain it models.

Modeling 134

Modeling Finance Uncertainty Data mining 134

CIO Business Intelligence

DECEMBER 6, 2023

In a world where macroeconomic uncertainty has become the new normal, being future-proof is no longer a ‘nice to have’. When speaking with IT leaders from the world’s largest companies about their greatest business challenges, there’s one thing I hear often. It’s easy to see why. But this is just the beginning.

Forecasting 111

Forecasting Uncertainty Modeling Optimization 111

Smart Data Collective

OCTOBER 6, 2023

Data analytics technology has helped retail companies optimize their business models in a number of ways. One of the biggest benefits of data analytics is that it helps companies improve stability during times of uncertainty. This underscores the importance of investing in predictive analytics technology to forecast sales.

Management 118

Management Analytics Predictive Analytics Cost-Benefit 118

Jedox

JANUARY 3, 2023

In times of uncertainty and change, technology can drive our ability to adapt quickly. Geopolitical tensions could cause rapid change across the economy, requiring organizations to change strategies quickly, re-forecast often, and use multiple scenario planning with all information available. Technology is a talent magnet.

Uncertainty 81

Uncertainty Forecasting Finance Data-driven 81

The Unofficial Google Data Science Blog

APRIL 17, 2017

by ERIC TASSONE, FARZAN ROHANI We were part of a team of data scientists in Search Infrastructure at Google that took on the task of developing robust and automatic large-scale time series forecasting for our organization. So it should come as no surprise that Google has compiled and forecast time series for a long time.

Forecasting 83

Forecasting Modeling Statistics Uncertainty 83

CIO Business Intelligence

MAY 4, 2022

Ceridian SVP and CIO Carrie Rasmussen got a 7% bump in her IT budget for 2022, with her company’s growth, its ongoing digitalization drive, and security mindfulness driving the boost. More specifically, Rasmussen is boosting her spend on cybersecurity to help manage risk, a key element for enabling Ceridian’s planned global expansion.

IT 135

IT Business Driver Reporting Uncertainty 135

CIO Business Intelligence

SEPTEMBER 22, 2022

Seeing that remote working continues to be a pressing issue still finding its footing after nearly three years in beta testing, the work surrounding feasible solutions seems to compound as time goes on, with some intending a full return to office while others have forged the company future on remote models.

Uncertainty 111

Uncertainty Forecasting Visualization Big Data 111

CIO Business Intelligence

NOVEMBER 14, 2022

A DSS supports the management, operations, and planning levels of an organization in making better decisions by assessing the significance of uncertainties and the tradeoffs involved in making one decision over another. According to Gartner, the goal is to design, model, align, execute, monitor, and tune decision models and processes.

Data mining 143

Data mining Data-driven Statistics OLAP 143

CIO Business Intelligence

OCTOBER 11, 2023

While international conflict, economic uncertainty and climate change are affecting businesses of all kinds, energy companies and utilities are also dealing with aging infrastructure, constant cyberattacks, increased regulation and rising customer expectations. And by 2028, the AI spend is likely to more than quadruple to 14.257 billion USD.

Unstructured Data 137

Unstructured Data Uncertainty Risk Data Processing 137

Jet Global

JANUARY 12, 2021

With the pace of change and uncertainty facing your business, is your current planning process fit for purpose? How easily can you keep up with new pressures to forecast more frequently, more accurately, and with input from across the whole organization? Europe, Middle East, Africa. Register Now. Asia Pacific. Register Now.

Uncertainty 98

Uncertainty Finance Forecasting Testing 98

CIO Business Intelligence

OCTOBER 23, 2023

IT professionals can play a pivotal role by strategically leveraging as-a-service models as a key part of their organizations, enabling them to contribute not only to cost efficiencies but also to their organizations’ sustainability goals. It’s a win-win scenario when moving to an as-a-service model.

Cost-Benefit 103

Cost-Benefit Uncertainty Digital Transformation Optimization 103

IBM Big Data Hub

FEBRUARY 20, 2024

Climate models provide answers Human activities precipitated changes to the Earth’s climate in the 20th century and will largely determine the future climate. Global climate models have given climate scientists a set of expectations as to what the future could hold, both for the Earth at large and for specific regions.

Modeling 121

Modeling Forecasting Reporting Risk 121

CIO Business Intelligence

OCTOBER 19, 2022

Better financial planning via EPM suite In order to help healthcare companies optimize financial and operational management, the company said it was launching planning capabilities that can model scenarios, determine future demand, optimize resources, and help users make better financial, workforce, and patient care decisions.

Uncertainty 105

Uncertainty Optimization Manufacturing Forecasting 105

CIO Business Intelligence

FEBRUARY 13, 2023

This means future IT and data management models will take a hybrid approach. Our business model is predicated on adding long-term value and improving our products over time. As a long-term supplier to the U.S. government, including customers related to our national security, Broadcom is committed to serving the federal market.

IT 59

IT Uncertainty Sales Risk 59

Jedox

SEPTEMBER 3, 2020

The unprecedented uncertainty forced companies to make critical decisions within compressed time frames. Many pre-crisis business assumptions and planning models became outmoded overnight. The room for poor assumptions and missed forecasts shrank. The depth and breadth of the 2020 crisis caught many unaware.

Uncertainty 81

Uncertainty Forecasting Digital Transformation Risk 81

Juice Analytics

APRIL 17, 2020

Forecasts are not Predictions (But they’re still useful.) Forecasts are built by experts, using lots of assumptions, based on very complex and specifically applied statistical models. And forecast modelers know how not only to create those, but also how to interpret them. ONE BILLION!! But it’s not.

Forecasting 85

Forecasting Snapshot Dashboards Uncertainty 85

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

CIO Business Intelligence

MAY 23, 2023

Unlocking VMware’s potential Broadcom’s business model and its decades of focus on R&D combined with VMware’s core technology and superb talent will be the catalysts that will enable VMware to capture the growth opportunity in front of it. By Hock Tan, Broadcom President & CEO Innovation comes in many forms.

Uncertainty 143

Uncertainty Cost-Benefit Risk Technology 143

Cloudera

AUGUST 26, 2021

root@ ~]# ozone sh volume list. {. Alternatively, let’s look at the trend of vaccinations in a few countries, along with a forecast of when the countries will reach the threshold of say 70% vaccinated. . def plot_vaccination_forecast (forecast, country, title): . forecast_holder = []. label="uncertainty").

Data Science 113

Data Science Forecasting Metadata Machine Learning 113

Timo Elliott

JANUARY 4, 2021

First, because uncertainty exploded. We’re no longer talking about tinkering at the margins of a stable business model. It’s now about using data for survival in the present and new business models in the future. Dashboards and analytics have been around for a long, long time. But recently, there has been a surge in demand.

Dashboards 139

Dashboards Visualization Data-driven Forecasting 139

Jet Global

MAY 11, 2021

By a significant margin, respondents identified financial planning and analysis (66%) as the finance team’s main responsibility, followed by its key elements of financial modeling (56%) and budget and forecasting (48%). COVID-19 Response & Economic Recovery Indicators. Visit insightsoftware.com for more information.

Finance 98

Finance Technology Forecasting Uncertainty 98

DataRobot

JUNE 1, 2021

Before you put a model into production, you may first need to clear compliance hurdles. Typically, these areas require the most attention: model development, implementation, and use. Managing risk for any model involves understanding which monitoring and risk-mitigation procedures apply. Knowing When to Trust a Model.

Uncertainty 52

Uncertainty Machine Learning Advertising Risk 52

CIO Business Intelligence

OCTOBER 18, 2023

If anything, 2023 has proved to be a year of reckoning for businesses, and IT leaders in particular, as they attempt to come to grips with the disruptive potential of this technology — just as debates over the best path forward for AI have accelerated and regulatory uncertainty has cast a longer shadow over its outlook in the wake of these events.

Risk 141

Risk Manufacturing Enterprise Technology 141

erwin

AUGUST 13, 2020

Compliance and Legislation : How do we manage uncertainty around legislative change (e.g., balance growth goals with cost reduction, forecast resources needs vs. revenue)? And the platform also supports business process modeling and analysis. Data Overload : How do we find and convert the right data to knowledge (e.g.,

Enterprise 143

Enterprise Cost-Benefit Uncertainty ROI 143

Cloudera

OCTOBER 27, 2020

Instead of relying on pre-trained models that may be less effective for domain-specific problems, what meta-learning proposes is to use an end-to-end deep learning algorithm. In turn, this enables us to classify new classes based on only a handful of examples during model inference that makes meta-learning particularly attractive.

Deep Learning 61

Deep Learning Machine Learning Forecasting Uncertainty 61

IBM Big Data Hub

MARCH 8, 2024

The ecosystem has become more complex as business models advance and new ecommerce trends appear. Some forecasts suggest online retail might be responsible for half of all retail revenues by next year. The ecommerce market has grown exponentially over the last decade. This can force businesses to bring down prices to compete.

Consulting 86

Consulting Marketing Sales Data Processing 86

CIO Business Intelligence

FEBRUARY 24, 2023

By Hock Tan, Broadcom President & CEO Since we announced our intent to acquire VMware last year, customers have expressed to me their excitement about VMware’s momentum around cloud-native apps in its Tanzu business. The future of enterprise IT is multi-cloud — the ability to distribute applications and services across a combination of clouds.

Software 117

Software Uncertainty Risk Cost-Benefit 117

Jet Global

SEPTEMBER 10, 2020

Living through periods of rapid upheaval and uncertainty, like the recent pandemic, forces us to adapt quickly to new working practices. Forward-looking enterprises that are achieving better outcomes have already quickly reworked forecasts on supply chains, materials, and costs. Extended Planning and Analysis (xP&A) On Demand.

Forecasting 52

Forecasting Finance Uncertainty Sales 52

CIO Business Intelligence

AUGUST 1, 2023

Instead, our entire business model is grounded in the belief that we can create innovative solutions that will deliver on our customers’ needs over time and progress through multiple generations of technology. We co-create with them, and we invest in continuously addressing their needs. It’s not enough to simply be available to customers.

Uncertainty 95

Uncertainty Risk Sales Marketing 95

Sisense

MARCH 24, 2020

Now is the time to apply the full force of business intelligence used by analytics teams to help navigate growing uncertainty. Predict: Lastly, look to forecast trends in supply and demand and track fast-moving changes in leading indicators. Integrate data to understand revenue drivers. Create transparency, reduce overhead.

Analytics 94

Analytics Sales Forecasting Business Intelligence 94

bridgei2i

SEPTEMBER 16, 2020

After two consecutive quarters of revenue loss and a cautiousness to invest due to uncertain market scenario, some businesses in the US are trying to leverage new datasets for better demand forecasts, and therefore pass those inputs for supply chain efficiencies and offer better customer experience. And what an introduction!

Digital Transformation 98

Digital Transformation Enterprise Sales Forecasting 98

Sisense

SEPTEMBER 9, 2019

We fed Kraken (BigSquid’s predictive analytics engine) information about historical warranty costs, claims, forecasts, historical product attributes, and attributes of the new products on the roadmap. Then we ran Kraken’s machine learning and predictive modeling engine to get the results.

Predictive Analytics 75

Predictive Analytics Predictive Modeling Forecasting Data-driven 75

CIO Business Intelligence

JUNE 22, 2022

Carbon Neutrality 2050, and the Bio-Circular-Green Economic Model. According to a joint forecast by the Office of the National Digital Economy and Society Commission (ONDE), TIME Consulting, and Huawei, the 5G-empowered economy will reach THB2.3 Enriching 5G Adoption for Ubiquitous Connectivity.

Digital Transformation 96

Digital Transformation Uncertainty Data-driven Manufacturing 96

bridgei2i

JUNE 3, 2020

Consumers feel threatened by the prolonged uncertainty, not having had to deal with anything like it, in their lives. Difficulties in forecasting & planning: Pre-COVID forecasts are no longer valid as the pandemic has entirely disrupted the market and enterprises would need to work on new models to predict KPIs.

Manufacturing 52

Manufacturing Forecasting Uncertainty Digital Transformation 52