DataKitchen

MAY 10, 2021

White Paper: DataOps is Not Just DevOps for Data . White Paper: 6 Steps to an Enterprise DataOps Transformation. White Paper: Launch Your DataOps Journey with the DataOps Maturity Model. White Paper: Should you Build or Buy a DataOps Solutions: The Case for a DataOps Superstructure.

Data-driven 130

Data-driven Data Architecture Machine Learning Strategy 130

erwin

NOVEMBER 16, 2021

Many organizations are searching for a data modeling tool as they undertake application modernization initiatives to move from legacy infrastructure and migrate to the cloud. When an organization needs to design or redesign a database, the data modeling process comes into play. Finally, a data modeling tool needs to be easy to use.

Modeling 52

Modeling Unstructured Data Digital Transformation Business Objectives 52

Domino Data Lab

AUGUST 6, 2021

Model Risk Management is about reducing bad consequences of decisions caused by trusting incorrect or misused model outputs. Systematically enabling model development and production deployment at scale entails use of an Enterprise MLOps platform, which addresses the full lifecycle including Model Risk Management.

Risk Management 64

Risk Management Risk Modeling Enterprise 64

DataRobot Blog

JULY 5, 2022

Utah Spatial Modeling Process. A Light Gradient Boosted Trees Regressor with Early Stopping model was trained without any geospatial data on 5,657 residential home listings to provide a baseline for comparison. By example, this model predicted a roughly $21,000 increase in price compared to its true price. White Paper.

Recreation/Entertainment 103

Recreation/Entertainment Machine Learning Predictive Modeling Sales 103

Decision Management Solutions

AUGUST 12, 2021

The combination of decision models, built using industry standard notation like the Decision Model and Notation or DMN standard, and business rules creates transparency in your decision making. This white paper shows how the combination can help you get beyond pilots and operationalize your AI.

Modeling 52

Modeling Management IT 52

Decision Management Solutions

AUGUST 11, 2021

Focusing on decisions and building decision models based on business know-how puts your whole ML/AI program on a business footing. Using industry standard notation like the Decision Model and Notation or DMN standard enables senior executives and others across the business, IT and ML/AI agree on the use cases to be addressed.

Modeling 52

Modeling Analytics Management IT 52

DataKitchen

MARCH 11, 2021

DataKitchen White Paper: DataOps is NOT Just DevOps for Data. DataKitchen Blog: Deliver AI and ML Models at Scale with ModelOps. DataKitchen On-Demand Webinar: Your Model is Not an Island: Operationalize Machine Learning at Scale with ModelOps. DataKitchen Blog: Improving Teamwork in Data Analytics with DataOps.

Analytics 130

Analytics Machine Learning Modeling Reporting 130

IBM Big Data Hub

JANUARY 8, 2024

With digitization adopted by law firms and court systems, a trove of data in the form of court opinions, statutes, regulations, books, practice guides, law reviews, legal white papers and news reports are available to be used to train both traditional and generative AI foundation models by judicial agencies.

Management 83

Management IT Digital Transformation Metadata 83

CIO Business Intelligence

APRIL 29, 2024

Kate Vitasek / University of Tennessee A University of Tennessee white paper — Unpacking Competitive Bidding Methods: The Essential ABCs of the Various RFX Methods — provides insight into the what, why, and how of the most popular bid methods. From the outset, a Request for Partner process emphasizes a long-term perspective.

Modeling 98

Modeling Data Processing Measurement Risk 98

Smarten

JUNE 17, 2022

CERT-IN also issues advisories, guidelines and white papers for security practices. Smarten Augmented Analytics tools include Assisted Predictive Modeling , Smart Data Visualization , Self-Serve Data Preparation , Sentiment Analysis , and Clickless Analytics with natural language processing (NLP) for search analytics.

Analytics 67

Analytics IT Business Intelligence Predictive Modeling 67

CIO Business Intelligence

MAY 23, 2023

By Cathy Won, Consultant with eTeam, HPE Aruba Networking Contributor In a recent IDC NaaS survey 1 , sponsored by HPE, 71% of respondents agree or strongly agree as-a-service (aaS) consumption models offer better IT agility compared to traditional consumption models.

Finance 87

Finance Cost-Benefit Consulting Metrics 87

CIO Business Intelligence

OCTOBER 13, 2023

Using this data to contextualize generative AI models results in very task-specific relevant outcomes for business users. In human resource management, Joule will help write job descriptions that are unbiased and compliant, develop relevant interview questions and more.

Contextual Data 139

Contextual Data Optimization Sales Technology 139

CIO Business Intelligence

DECEMBER 18, 2023

The site is a model of green innovation, using solar power and smart energy storage solutions at every turn. Producing the green energy required for this transition will require new skills that create new jobs, and Huawei underscored its commitment to sustainability with this paper, which serves as a blueprint for the journey.

Data Processing 106

Data Processing Reporting Technology Management 106

Decision Management Solutions

JUNE 4, 2021

A better approach with a much higher probability of success is to use decision modeling to explicitly and clearly define the decision-making you want to improve. There are many advantages of modeling decision requirements, including providing structure, enabling transparency, encouraging buy-in, and much more. Get started.

Analytics Technologies 52

Analytics Technologies Technology Modeling Key Performance Indicator 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. This eliminates the hassles of data silos and makes data accessible for model training, analytics, and real-time inferencing. In business, this puts CIOs in one of the most pivotal organizational roles today.

Unstructured Data 143

Unstructured Data Optimization Data-driven Strategy 143

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 105

Cost-Benefit Uncertainty Digital Transformation Optimization 105

Alation

JANUARY 9, 2023

Alation joined with Ortecha , a data management consultancy, to publish a white paper providing insights and guidance to stakeholders and decision-makers charged with implementing or modernising data risk management functions. Download the complete white paper now. Or, read on for a brief summary.

Risk Management 52

Risk Management Risk Management Metadata 52

CIO Business Intelligence

MAY 25, 2023

The benefits of Lenovo Pro Small Business Store As noted in a recent Lenovo white paper: “SMBs seize opportunities in the cloud” , the COVID-19 pandemic forced SMBs to adopt new and flexible ways of working. It’s a Software as a Service model giving flexibility to businesses to scale up and down based on their requirements,” he said.

ROI 52

ROI Digital Transformation Software Risk 52

IBM Big Data Hub

JANUARY 9, 2024

We’ve found in this new IBM-sponsored IDC white paper that the shift to delivering IT-as-a-service is foundational and extends the strategic transformation of IT infrastructure, adding even more value to the business. Picture this: your business is a dynamic player in your industry at the brink of a pivotal juncture. The result?

Digital Transformation 67

Digital Transformation Business Driver Optimization Strategy 67

Smart Data Collective

AUGUST 21, 2019

Belkacem Athamena, a professor at Al Ain University of Science and Technology wrote a white paper on the evolution of big data in decision making. Companies will place a greater emphasis on quantitative decision-making models than ever before, since new big data technology has made it more reliable.

Big Data 81

Big Data Modeling ROI Metrics 81

Decision Management Solutions

SEPTEMBER 29, 2020

This experience shows that it’s not that the ML models fail completely so much that the ML models end up stuck in a perpetual pilot – they kinda sorta work and people get excited about them but they never get deployed and operationalized.

Machine Learning 94

Machine Learning Predictive Analytics Modeling Consulting 94

CIO Business Intelligence

JANUARY 22, 2024

In addition, large language models can both summarize massive amounts of data and create new, original content. To learn more about how generative AI and digital transformation can significantly reduce operational costs in the next five years, read our white paper.

Cost-Benefit 106

Cost-Benefit Digital Transformation Data-driven Interactive 106

Decision Management Solutions

JANUARY 16, 2020

It has become a standard must-read and machine learning professionals’ premier resource, delivering timely, relevant industry-leading articles, videos, events, white papers, and community. ” In his article, Eric warns, “Predictive models often fail to launch. In this month’s featured article, Eric Siegel, Ph.D.,

Machine Learning 87

Machine Learning Predictive Modeling Predictive Analytics Deep Learning 87

DataRobot

OCTOBER 22, 2021

Investigators prioritize AI-flagged payments for detailed review and give the AI model feedback to further improve accuracy. WHITE PAPER. This process is tedious and often relies on business rules that create large alert volumes and misses complex misuse patterns. Download Now.

Risk 98

Risk Risk Management Data-driven Management 98

CONTACT Software

OCTOBER 17, 2017

The white paper identifies the central mechanisms of digital offerings and identifies the 14 most important patterns and blueprints for IoT-driven business models. In order to be able to act, companies must invest in completely new alliances and partner models. Download White Paper.

Internet of Things 40

Internet of Things Modeling IoT B2B 40

Smart Data Collective

JANUARY 27, 2021

Conversely, if predictive analytics models suggest that the value of a cryptocurrency price is likely to decrease, more investors are likely to sell off their cryptocurrency holdings. They tended to avoid using technical analysis models, because those models don’t tend to hold up well with traditional securities, such as stocks and bonds.

Machine Learning 138

Machine Learning Forecasting Predictive Analytics Marketing 138

CIO Business Intelligence

AUGUST 18, 2023

For organizations seeking a collaborative win-win approach to outsourcing, the Vested sourcing business model is worth consideration. Pivot to an outcome-based business model Most outsourcing arrangements are traditionally built around a transactional model. The more complex and more variable the workscope, the more friction.

Measurement 98

Measurement Modeling Risk Management 98

DataRobot

AUGUST 16, 2021

But as the technology’s popularity grows, a number of concerning examples have emerged of AI models operating with algorithmic bias. But as the technology’s popularity grows, a number of concerning examples have emerged of AI models operating with algorithmic bias.

Metrics 98

Metrics Modeling Machine Learning Data Collection 98

DataRobot

OCTOBER 19, 2021

On average, DataRobot forecasts had a 21 percent lower rate of error than all other published competing models over a six to eight week period. At the time, much of the available data was limited and inaccurate as a result of forecasting based on traditional—and outdated— epidemiological modeling. Likewise, the U.S.

Forecasting 98

Forecasting Predictive Modeling Optimization Testing 98

DataRobot

OCTOBER 5, 2021

These key model and organizational behaviors support best practices in AI governance: Comprehensive and transparent checklists: Providing internal AI stakeholders with an open implementation process encourages diverse thinking. AI is no different, and by its nature, it demands a comprehensive approach to governance utilizing risk management.

Risk Management 95

Risk Management Testing Risk Data Science 95

Andrew White

MARCH 6, 2020

I just read a white paper by Diane Coyle and published by the Bennett Institute for Public Policy and Nuffield Foundation. It is a good paper but I found gaps and felt some disappointment at the main messages. This is particularly interesting since I also just read the EU’s new Data Strategy white paper.

Cost-Benefit 59

Cost-Benefit Marketing Data Strategy Software 59

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 64

Machine Learning Digital Transformation Modeling Data Collection 64

erwin

APRIL 30, 2021

In a world where agility and innovation are highly valued, speed is a critical factor for success.COVID-19 forced many businesses to radically change their business models – or re-evaluate their business processes – shifting the focus of enterprise architects. As the world moves forward, enterprise architecture (EA) is moving with it.

Enterprise 131

Enterprise Digital Transformation Risk Management Risk 131

CIO Business Intelligence

OCTOBER 23, 2023

This could allow you to run even very large model training workloads without the need for power-hungry cooling systems. Today’s enterprises face a mandate to make their operations more sustainable, from customers and regulators alike. However, many modern digital applications require extremely low latency.

Enterprise 125

Enterprise Digital Transformation Strategy Data Processing 125

Decision Management Solutions

JULY 16, 2020

If you want to learn more about building an analytic enterprise, check out our white paper at [link]. Everyone it seems wants to be an analytic enterprise. But what does it mean to be an analytic enterprise? An analytic enterprise applies analytics deeply and broadly.

Enterprise 87

Enterprise Analytics Strategy Analytics Technologies 87

Decision Management Solutions

JUNE 11, 2020

A model of your decision-making shows you which technologies to use and how to combine them to make an integrated whole. Decision modeling is a critical component in digitizing decisions so why not check out our white paper on Agility and Efficiency with Decision Modeling and sign up for our newsletter.

Modeling 75

Modeling Machine Learning Interactive Management 75

Decision Management Solutions

JUNE 16, 2020

Increasing transparency generally is one of the key benefits of our approach to working with clients – our use of decision modeling and business rules technology often dramatically increases the general level of transparency in their decision-making for instance. Digital decisioning resolves these issues.

Cost-Benefit 75

Cost-Benefit Insurance Modeling Reporting 75