Cloudera

MARCH 26, 2024

The release of LLMs surged by 136% in 2023 compared to 2022, and this upward trend is projected to continue in 2024. How do you adapt a foundational model to your specific needs? Our leading AI platform includes: Notebooks: Develop your applications and models using your preferred language and framework.

Cost-Benefit 80

Cost-Benefit Machine Learning Enterprise Modeling 80

IBM Big Data Hub

FEBRUARY 15, 2024

Take the just released 2024 IBM Institute for Business Value Consumer Study , which gathered insights from 20,000 consumers across 26 countries. Implementing a generative AI model for your products and services empowers team members to excel in their roles and offer precise, relevant product advice.”

Technology 66

Technology Data-driven Risk Modeling 66

IBM Big Data Hub

MARCH 4, 2024

In 2024, companies confront significant disruption, requiring them to redefine labor productivity to prevent unrealized revenue, safeguard the software supply chain from attacks, and embed sustainability into operations to maintain competitiveness. Consider the following: Do you need a public foundation model? times higher ROI.

Enterprise 105

Enterprise ROI Risk Strategy 105

IBM Big Data Hub

APRIL 9, 2024

New features in 2024 include Hole Insights, stats and projections about every shot, from every player on every hole; and expanded AI-generated narration (including Spanish language) on more than 20,000 highlight clips. “For the Masters we use 290 traditional AI models to project where golf balls will land,” says Baughman.

Management 85

Management IT Machine Learning Metrics 85

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 120

Modeling Forecasting Reporting Risk 120

IBM Big Data Hub

APRIL 18, 2024

While these large language model (LLM) technologies might seem like it sometimes, it’s important to understand that they are not the thinking machines promised by science fiction. Most experts categorize it as a powerful, but narrow AI model. A key trend is the adoption of multiple models in production.

Cost-Benefit 95

Cost-Benefit Modeling Manufacturing Interactive 95

CIO Business Intelligence

SEPTEMBER 12, 2023

Over 100,00 organizations are expected to be impacted by Network and Information Security Directive (NIS2) cybersecurity standards that European Union (EU) member states must implement by October 2024. [i] The NIS2 requirement to adopt Zero Trust principles reflects the shortcomings of models based on implicit trust.

IoT 97

IoT Measurement Manufacturing Finance 97

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.”* The watsonx.governance toolkit and watsonx.ai All rights reserved.

Consulting 78

Consulting Software Optimization Metrics 78

IBM Big Data Hub

APRIL 22, 2024

With 2024 on track to be the hottest year on record , data and AI can be applied to many areas to help supercharge sustainability efforts. For example, we are working on a geospatial foundation model, which can be fine-tuned to track deforestation, detect greenhouse gases (GHGs) or predict crop yields.

IoT 84

IoT Internet of Things Cost-Benefit Reporting 84

Cloudera

JUNE 7, 2023

By now, almost everyone across the tech landscape has heard of the Zero Trust (ZT) security model, which assumes that every device, application, or user attempting to access a network is not to be trusted (see NIST definitions below). But as models go, the idea is easier than the execution.

Metadata 79

Metadata Data Lake Optimization Modeling 79

IBM Big Data Hub

JANUARY 15, 2024

In 2024, the ongoing process of digitalization further enhances the efficiency of government programs and the effectiveness of policies, as detailed in a previous white paper. Traditional AI primarily relies on algorithms and extensive labeled data sets to train models through machine learning.

Machine Learning 68

Machine Learning Digital Transformation Modeling Data Collection 68

DataRobot Blog

SEPTEMBER 1, 2022

For example, a recent IDC study 1 shows that it takes about 290 days on average to deploy a model into production from start to finish. IDC 2 predicts that by 2024, 60% of enterprises would have operationalized their ML workflows by using MLOps. Your model was accurate yesterday, but what about today?

Metrics 145

Metrics Statistics Modeling Data Science 145

IBM Big Data Hub

DECEMBER 14, 2023

Another year has passed—it felt like the whole world was talking about and trying out tools powered by generative AI and Large Language Models (LLMs). The extension of the CIO office’s dedicated data center to the IBM public cloud allowed for experimentation and growth with zero risk. Security-wise, there was much more.

Experimentation 72

Experimentation Testing Software Management 72

DataRobot Blog

AUGUST 10, 2022

As ICSs develop plans to deliver around 30% more elective activity by 2024-2025 than before the pandemic, the need to retain clinical staff is paramount. Responding to COVID-19 as it mutates and continues to impact society. Resetting urgent care performance and delivery. Improving patient outcomes through a data-first approach.

Forecasting 52

Forecasting Experimentation Data-driven Risk 52

IBM Big Data Hub

DECEMBER 18, 2023

As we look ahead to 2024, enterprises around the world are undoubtedly evaluating their progress and creating a growth plan for the year to come. Earlier this year, we unveiled watsonx running on IBM Cloud to help enterprises train, tune and deploy AI models, while scaling workloads.

Digital Transformation 69

Digital Transformation Risk Data Processing Enterprise 69

CIO Business Intelligence

MARCH 25, 2022

Last December, Broadcom Software published our blog: Predictions for 2022. We will now explore each of these in more depth in our next blog series. It was a data-centric model where you don’t trust anything going on inside or outside of the perimeter. First up, Zero Trust. Prediction: Zero Trust becomes table stakes.

Software 52

Software Risk Strategy Reporting 52

IBM Big Data Hub

NOVEMBER 8, 2023

Separately, in 2024, clients will be able to look forward to continued enhancements to the AIX, IBM i and Linux roadmaps. In addition, IBM is also offering a hybrid cloud consumption model that will allow flexibility for both on-premises and cloud expenditures.

Strategy 97

Strategy Cost-Benefit Data-driven Digital Transformation 97

IBM Big Data Hub

MAY 13, 2024

This blog series demystifies enterprise generative AI (gen AI) for business and technology leaders. In the previous blog , we discussed the differentiated approach by IBM to delivering enterprise-grade models. Why are model choices important? Various model choices allow businesses to pivot quickly and effectively.

Modeling 75

Modeling Cost-Benefit Risk Testing 75

CDW Research Hub

AUGUST 2, 2022

The recent influx of supply chain attacks and cyberattacks via Internet of Things (IoT) technology has even prompted the government to mandate that all government agencies meet specific zero-trust standards by the end of the fiscal year 2024. The answer may lie in shifting to a zero-trust security model. What is zero trust?

IoT 52

IoT Strategy Internet of Things Measurement 52

Rita Sallam

APRIL 2, 2023

We also gave the demo script and data set to all vendors in the Exhibit Hall to create demos for their booths and to submit for this blog. This blog highlights some notable findings and the videos from participating vendors. million people at risk of catastrophic, flooding. Here is the link to Qlik’s BI Bake-Off video.

Optimization 52

Optimization Machine Learning Insurance Risk 52

Ontotext

APRIL 3, 2024

Nimit Mehta: I think that 2024 is going to be a buckle-down year, but, at the same time, we’ll see a rapid explosion of experimentation. Nimit Mehta : You are talking about the three big ones: cost, revenue, and risk. And, when you get to the top, it’s about risks and existential threats to the business. What is risk?

Technology 59

Technology Risk Digital Transformation Measurement 59

IBM Big Data Hub

FEBRUARY 15, 2024

It refers to a set of metrics used to measure an organization’s environmental and social impact and has become increasingly important as it relates to a company’s business model, risk management strategy , reporting requirements and more. This makes it hard to assess climate risks, mitigation efforts and other initiatives.

Reporting 83

Reporting Consulting Risk Metrics 83

Andrew White

JULY 24, 2021

The article in this case focuses on fraud and I have already blogged on the use of synthetic data in healthcare; see Re-engineering the Decision – Our Storyline for Data and Analytics. Algorithms cannot reliably model all possible events due to gaps in real-world data sets. Synthetic data could well touch every industry.

Forecasting 133

Forecasting Publishing Modeling Risk 133

CDW Research Hub

MAY 29, 2020

Salesforce is an extremely powerful customer relationship management solution offered in a Software as a Service model, which greatly reduces the infrastructure and management needed to operate a solution of this nature. million jobs worldwide by the end of 2024. million jobs worldwide by the end of 2024.

Metadata 53

Metadata Dashboards Reporting Management 53

IBM Big Data Hub

APRIL 11, 2024

In the context of AI, it can refer to the safety and ethics guardrails of AI tools and systems, policies concerning data access and model usage or the government-mandated regulation itself. They identify international coordination and safety regulation as critical to preventing risks related to an “AI race.”

Risk 78

Risk Consulting Modeling Data Processing 78

IBM Big Data Hub

FEBRUARY 8, 2024

The European Parliament reached a provisional agreement on the EU AI Act in December 2023, it is now making its way through the final phases of the legislative process and is expected to rollout in stages in the second half of 2024. Higher risk tiers have more transparency requirements including model evaluation, documentation and reporting.

Risk Management 79

Risk Management Risk Metrics Machine Learning 79

IBM Big Data Hub

APRIL 15, 2024

It exists because the profits are high while the risks are low. According to the 2024 IBM® X-Force® Threat Intelligence Index , ransomware has become the most common attack observed globally in the past four years. Far from stopping, cybercrime is constantly increasing.

Snapshot 105

Snapshot Machine Learning Interactive Statistics 105

IBM Big Data Hub

APRIL 3, 2024

On March 6, 2024, the US Securities and Exchange Commission (SEC) adopted rules to enhance and standardize climate-related disclosures by public companies and in public offerings. IBM offers products that help organizations track and report their environmental impact, and their exposure to climate risk. How can IBM help?

Risk 56

Risk Gap analysis Reporting Risk Management 56

IBM Big Data Hub

FEBRUARY 19, 2024

Financial benefits include increased revenue through the creation of adjacent industry business models, accessing new markets to establish more revenue streams, and growing existing revenue. from 2024 to 2032. Reduced costs through risk mitigation. In 2023, the global data monetization market was valued at USD 3.5

Cost-Benefit 69

Cost-Benefit Data-driven Optimization Marketing 69

IBM Big Data Hub

MAY 14, 2024

Following a recent executive order by the Biden administration and a meteoric rise in AI adoption across sectors, the Office of Management and Budget (OMB) released a memo on how federal agencies can seize AI’s opportunities while managing its risks. Choose smaller models whose cost and behavior may be governed.

Risk 88

Risk Risk Management Measurement Strategy 88

IBM Big Data Hub

FEBRUARY 22, 2024

Earning trust in the outputs of AI models is a sociotechnical challenge that requires a sociotechnical solution. But it’s equally important that they have a deep understanding of the risks and limitations of AI and how to implement the appropriate security measures and ethics guardrails. The CRISP-DM model is useful here.

Metadata 100

Metadata Measurement Risk Modeling 100

IBM Big Data Hub

MAY 3, 2024

This post is based on the most current draft as of 9 April 2024. Risk assessments for AI and ADMT The CPPA is developing draft regulations on risk assessments alongside the proposed rules on AI and ADMT. Organizations must refrain from using AI and ADMT where the risk outweighs the benefits.

Technology 72

Technology Advertising Risk Interactive 72

IBM Big Data Hub

JANUARY 30, 2024

billion in 2024, up from $563.6 A multicloud is a cloud computing model that incorporates multiple cloud services from more than one of the major cloud service providers (CSPs)—e.g., Data silos: With data spread across multiple clouds and platforms, an organization risks creating data silos. to total $678.8

Strategy 99

Strategy Cost-Benefit Risk Optimization 99

DataRobot Blog

MARCH 23, 2023

Difficulties faced when moving models into production include cost and a lack of automation – cited by over 55% of respondents to a recent IDC study. This is why businesses are increasingly investing in machine learning operations (MLOps): IDC predicts by 2024, 60% of enterprises will have operationalized their ML workflows by using MLOps.

Machine Learning 52

Machine Learning Cost-Benefit Modeling Testing 52

DataRobot Blog

DECEMBER 1, 2022

1 globally by 2024, companies should consider that more marketing does not necessarily lead to more customers acquisition. As you upload your data, DataRobot will do some initial exploratory data analysis to get a deeper understanding of the dataset prior to model training. Training and Testing Different AI Models.

Machine Learning 52

Machine Learning Marketing Modeling Statistics 52

Andrew White

JANUARY 9, 2022

A data fabric has the same model but it adds a set of capabilities that continuously monitor the whole landscape, and continuously update the intelligent part that infers insight as new data is discovered and/or added. Can you remind where we can find the mentioned blog? – As above, if you are here, you have the blog URL.

Analytics 64

Analytics Measurement Modeling Data-driven 64

IBM Big Data Hub

JANUARY 9, 2024

In 2024, the initial cultural fascination with early generative AI yields tangible business results. Using insights from extensive collaborations with customers and partners in more than 25 countries, we’re excited to share well-informed predictions and emerging trends for 2024. trillion and 4.4

Data-driven 108

Data-driven Risk Modeling Marketing 108