Dataiku

DECEMBER 5, 2023

Ever wondered if your model could improve from a performance score of.38 At Everyday AI NYC 2023 , Emma Huang and Cassie Chuljian, senior data scientists at Dataiku, unraveled the secrets behind optimizing model metrics.

Metrics 59

Metrics Modeling Data Science Optimization 59

CIO Business Intelligence

OCTOBER 25, 2023

Enterprise use of AI tools will only grow, with industries like manufacturing leading the charge Our research shows that mirroring the broader AI trend, enterprises across industry verticals sharply increased their use of AI from May 2023 to June 2023, with sustained growth through August 2023.

Enterprise 133

Enterprise Risk Manufacturing Finance 133

IBM Big Data Hub

SEPTEMBER 12, 2023

The UK government’s Ecosystem of Trust is a potential future border model for frictionless trade, which the UK government committed to pilot testing from October 2022 to March 2023. The models also reduce private sector customs data collection costs by 40%.

Testing 94

Testing Modeling Cost-Benefit Consulting 94

IBM Big Data Hub

APRIL 22, 2024

That means making more sustainable choices about how models are built, trained, and used, where processing occurs, what infrastructure is used, and how open and collaborative we are along the way.” In our 2023 Impact Report , we reported that 70.6% In our 2023 Impact Report , we reported that 70.6%

Cost-Benefit 98

Cost-Benefit Modeling Manufacturing Reporting 98

CIO Business Intelligence

NOVEMBER 16, 2023

A large language model (LLM) is a type of gen AI that focuses on text and code instead of images or audio, although some have begun to integrate different modalities. But there’s a problem with it — you can never be sure if the information you upload won’t be used to train the next generation of the model. Dig Security isn’t alone.

Modeling 139

Modeling Enterprise Marketing Sales 139

CIO Business Intelligence

FEBRUARY 2, 2024

Amazon Web Services (AWS), the cloud computing arm of Amazon, posted a 13% growth in revenue in the fourth quarter of 2023 buoyed by demand for generative AI -related services, despite continued cost optimization activity by enterprises. “Similar to what we shared last quarter, we continue to see the diminishing impact of cost optimizations.

Optimization 115

Optimization Enterprise Modeling IT 115

CIO Business Intelligence

APRIL 30, 2024

over the 2023-2027 forecast period 1. over 2023 2. Bandwidth optimization. This optimization improves efficiency and reduces costs. Chatbots, voice assistants, and language translation services can operate locally using NLP models. billion in 2027 with a compound annual growth rate (CAGR) of 86.1%

Forecasting 98

Forecasting Optimization Advertising IoT 98

Rita Sallam

JUNE 2, 2023

Are there mitigation strategies that show reasons for optimism? Are there mitigation strategies that can be implemented successfully that could provide policy guidance and reasons for optimism in the face of ever increasing frequency of extreme weather events? Policymakers can then consider mitigating actions in advance.

Optimization 52

Optimization Insurance Machine Learning Risk 52

Timo Elliott

FEBRUARY 8, 2023

New cloud platform technologies have unleashed new opportunities for business model innovation. ActoVent in Germany is a great example of this trend, and has explained the technical and business opportunities in their entry to the SAP Innovation Awards 2023.

Modeling 98

Modeling Cost-Benefit Optimization Machine Learning 98

CIO Business Intelligence

JANUARY 4, 2023

Cloud, sustainability, scale, and exponential data growth—these major factors that set the tone for high performance computing (HPC) in 2022 will also be key in driving innovation for 2023. Due to the rapid growth in data sizes, there’s an increased need for HPC solutions that can run large training models.

Cost-Benefit 59

Cost-Benefit Machine Learning Modeling Uncertainty 59

CIO Business Intelligence

JANUARY 31, 2024

In November 2023, the Cambridge Open Zettascale Lab announced the deployment of the U.K.’s In November 2023, the Cambridge Open Zettascale Lab announced the deployment of the U.K.’s Dawn also uses the oneAPI open software ecosystem and frameworks to help developers rapidly optimize for AI and HPC workloads and ensure code portability.

Software 119

Software IoT Technology Optimization 119

Cloudera

JANUARY 5, 2023

Faced with even more pressure to remain resilient and agile amid looming global economic threats, Asia-Pacific (APAC) region businesses are looking to further mobilize emerging technologies such as artificial intelligence (AI) and machine learning that will optimize operational efficiencies and cost savings. .

Cost-Benefit 52

Cost-Benefit Business Objectives Machine Learning Data Architecture 52

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 123

Modeling Forecasting Reporting Risk 123

CIO Business Intelligence

JANUARY 24, 2024

Generative AI and large language models (LLMs) like ChatGPT are only one aspect of AI. Model sizes: ~5 billion to >1 trillion parameters. Model sizes: ~Millions to billions of parameters. Downsides: Not generative; model behavior can be a black box; results can be challenging to explain.

Deep Learning 110

Deep Learning Unstructured Data Machine Learning Modeling 110

CIO Business Intelligence

JUNE 30, 2023

It’s well acknowledged that data, when used correctly, has the potential to be a strategic growth asset driving innovation – and with the recent developments in large language models (LLM) for AI, data is really having its day in the sun. To win the game, you need a modern, future-proof business plan.

Internet of Things 103

Internet of Things Strategy Risk Data Strategy 103

CIO Business Intelligence

DECEMBER 19, 2023

This year’s technology darling and other machine learning investments have already impacted digital transformation strategies in 2023 , and boards will expect CIOs to update their AI transformation strategies frequently. Luckily, many are expanding budgets to do so. “94%

Digital Transformation 143

Digital Transformation Unstructured Data Machine Learning Risk Management 143

Timo Elliott

MAY 17, 2023

This is my personal summary of the Day 2 Customer Success Keynote at the 2023 SAP Sapphire Customer Conference in Orlando, Florida. They’re also excited about their new platform’s potential to facilitate transitions to innovative commercial models. A replay is available on the Virtual Sapphire Platform.

Manufacturing 105

Manufacturing Recreation/Entertainment Technology Strategy 105

CIO Business Intelligence

SEPTEMBER 14, 2023

In a rapidly evolving business landscape, where innovation and cost efficiency are paramount, the launch of VMware Cross-Cloud managed services at VMware Explore 2023 Las Vegas is a pivotal moment. Flexibility: Organizations can now choose the cloud environments that best suit their specific needs.

Management 92

Management Cost-Benefit Optimization ROI 92

CIO Business Intelligence

NOVEMBER 27, 2023

On top of that, Gen AI, and the large language models (LLMs) that power it, are super-computing workloads that devour electricity.Estimates vary, but Dr. Sajjad Moazeni of the University of Washington calculates that training an LLM with 175 billion+ parameters takes a year’s worth of energy for 1,000 US households. Not at all.

Risk 132

Risk Cost-Benefit Modeling Optimization 132

Laminar Security

DECEMBER 1, 2023

According to a recent report by IBM , the average cost of a data breach in 2023 was $4.24 Laminar’s State of Cloud Data Security Report 2023 revealed that three out of four respondents acknowledged that their cloud environments were breached in the previous year. million, the highest it’s been in 17 years.

Modeling 52

Modeling Cost-Benefit Risk Data-driven 52

Rita Sallam

APRIL 2, 2023

Are there mitigation strategies that show reasons for optimism? Are there mitigation strategies that can be implemented successfully that could provide policy guidance and reasons for optimism in the face of ever increasing frequency of extreme weather events? Based on these estimators, SAS created an easy to use what-if dashboard.

Optimization 52

Optimization Machine Learning Insurance Risk 52

CIO Business Intelligence

NOVEMBER 8, 2023

It is estimated by the end of 2023, 31% of organizations expect to run 75% of their workloads 2 in the cloud. As per a recent study, approximately 35% of organizations need help to optimize their increased costs in cloud management and security. Hence, they are focused on the need to optimize operational spending across two domains.

Cost-Benefit 135

Cost-Benefit Risk Digital Transformation Reporting 135

FineReport

MAY 25, 2023

Recently, Gartner released the 2023 Magic Quadrant for Analytics and Business Intelligence Platforms , which highlights the latest trends in BI development and future market demands. lts new FineBl product offers self-service, visually driven BI via an on-premises deployment model.” For most business users, FineBI 6.0

Business Intelligence 52

Business Intelligence Informatics Analytics Reporting 52

CIO Business Intelligence

MARCH 12, 2024

In September 2023 Creatio decomposed all features and components of its CRM suite , including marketing, sales, and service, to deliver them as modules that would be more affordable for enterprises unwilling or unable to spend on broad technology platforms. Creatio’s CRM offering includes separate suites for marketing, sales, and service.

IT 98

IT Sales Forecasting Marketing 98

IBM Big Data Hub

NOVEMBER 27, 2023

According to a Gartner® report , “By 2026, more than 80% of enterprises will have used generative AI APIs or models, and/or deployed GenAI-enabled applications in production environments, up from less than 5% in 2023.”* Hype Cycle for Generative AI, 2023, 11 September 2023. All rights reserved.

Consulting 80

Consulting Software Optimization Metrics 80

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

CIO Business Intelligence

APRIL 25, 2023

We’re delighted that Aruba and Leesman are widely sharing the results of this research via an eBook titled “Powering Hybrid Work 2023” and the full research report titled “The Future of Work and the Workplace: Insights from Leesman Global Survey.” Hybrid is the optimal working model. To learn more, visit us here.

Optimization 87

Optimization Strategy Data-driven Reporting 87

CIO Business Intelligence

FEBRUARY 13, 2023

The economy may be looking uncertain, but technology continues to drive the business and CIOs are investing big in 2023. The numbers are higher from Foundry’s 2023 State of CIO survey , which finds that 91% of CIOs expect their tech budgets to either increase or stay the same in 2023. It’s all about uptime and input.

IT 145

IT Insurance Machine Learning Marketing 145

CIO Business Intelligence

JULY 17, 2023

The Infrastructure-as-a-Service (IaaS) cloud computing model enables remote working, supports digital transformation, provides scale, increases resilience, and can reduce costs. Unless the model is understood and followed, it could lead to data, applications, and cloud workloads being exposed to security vulnerabilities.

Management 98

Management Data Processing Risk Digital Transformation 98

IBM Big Data Hub

DECEMBER 5, 2023

With the rise of highly personalized online shopping, direct-to-consumer models, and delivery services, generative AI can help retailers further unlock a host of benefits that can improve customer care, talent transformation and the performance of their applications. trillion on retail businesses through 2029. trillion in that year.

Unstructured Data 95

Unstructured Data Cost-Benefit Experimentation Machine Learning 95

CIO Business Intelligence

NOVEMBER 1, 2023

SAP doesn’t want to build those tools from scratch itself: “We definitely want to leverage what’s already out there,” Sun said, noting there are already many large language models (LLMs) it can build on, adding its own prompting, fine tuning, and data embedding to get those models to business customers quickly.

Enterprise 132

Enterprise Cost-Benefit Unstructured Data Software 132

IBM Big Data Hub

FEBRUARY 29, 2024

In fact, world-wide capacity for energy from solar, wind and other renewable sources increased by 50% in 2023. trillion in 2023. Optimizing energy efficiency : Companies are also investing in technologies to optimize their energy use and further reduce their carbon emissions.

IoT 105

IoT Internet of Things Optimization Manufacturing 105

bridgei2i

JULY 14, 2021

Three Tips For Choosing The Right AI Business Model. The omnipresence of AI is creating new business models which differ starkly from the traditional ones. As a result, companies are exploring the potential of AI to re-write their business models to bring in growth and innovation. AI is transforming the dynamics of business.

Modeling 52

Modeling Deep Learning Enterprise Software 52

CIO Business Intelligence

OCTOBER 30, 2023

Getting the right and optimal responses out of GenAI models requires fine-tuning with industry and company-specific data. That includes solid infrastructure with the core tenets of scale, security, and performance–all with optimized costs. That’s because data is often siloed across on-premises, multiple clouds, and at the edge.

Unstructured Data 143

Unstructured Data Optimization Data-driven Strategy 143

Domino Data Lab

JUNE 6, 2023

New use cases drive innovative new products, optimize processes and make money. Artificial intelligence technology is spreading rapidly across the economy. Yet with AI's great power, organizations must still mitigate risk and behave responsibly.

Enterprise 52

Enterprise Modeling Risk Optimization 52

CIO Business Intelligence

NOVEMBER 2, 2023

To be sure, enterprise cloud budgets continue to increase, with IT decision-makers reporting that 31% of their overall technology budget will go toward cloud computing and two-thirds expecting their cloud budget to increase in the next 12 months, according to the Foundry Cloud Computing Study 2023. It depends on what business model you’re in.

Strategy 140

Strategy Data Processing Experimentation Optimization 140

CIO Business Intelligence

DECEMBER 4, 2023

In the Lourdes winery alone, there has been a 28% increase in capacity by optimizing the fermentation process in each of the 32 vats. Earlier this year, Viña Concha y Toro received an Honorable Mention in the 2023 SAP Innovation Awards, which is now celebrating its 10 th anniversary. One cycle has been added to each vat, from 3.5

Uncertainty 97

Uncertainty Digital Transformation Optimization Machine Learning 97