Cloudera

DECEMBER 3, 2021

In 2019, the Gradient institute published a white paper outlining the practical challenges for Ethical AI. This involves identifying, quantifying and being able to measure ethical considerations while balancing these with performance objectives. As discussed in this article , model design can also be a source of bias too.

Uncertainty 98

Uncertainty Measurement Metrics Modeling 98

Smarten

JUNE 17, 2022

.” The Information Technology Amendment Act of 2009 designated CERT-IN as the national agency to perform functions for cyber security, including the collection, analysis and dissemination of information on cyber incidents, as well as taking emergency measures to handle incidents and coordinating cyber incident response activities.

Analytics 67

Analytics IT Business Intelligence Predictive Modeling 67

DataRobot

OCTOBER 5, 2021

Impact assessments are not formally mandated for AI governance, but as a proactive measure they go a long way toward developing fair, bias-free, low-risk AI systems. Business rule testing: AI models should both adhere to data science and IT system requirements and satisfy standard operating procedures at the same time. White Paper.

Risk Management 95

Risk Management Testing Risk Data Science 95

Alation

DECEMBER 20, 2022

To remain relevant, organizations seek “ digital transformation ,” a business philosophy steeped in change and in which technology plays a heavy hand supporting business models and value propositions. Failing to measure the impact of digital transformation against corporate strategies and OKRs. But that future is already here.

Digital Transformation 96

Digital Transformation Scorecard Measurement Experimentation 96

CIO Business Intelligence

OCTOBER 23, 2023

In the Equinix 2023 Global Tech Trends Survey (GTTS), 68% of global IT leaders said that the environmental impact of their IT equipment and infrastructure is something they measure and actively try to limit. This could allow you to run even very large model training workloads without the need for power-hungry cooling systems.

Enterprise 120

Enterprise Digital Transformation Strategy Data Processing 120

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

CIO Business Intelligence

MAY 12, 2022

But not all qubits, which are a measure of a quantum computer’s processing capacity, are equal. D-Wave has now enhanced its cloud-based Constrained Quadratic Model (CQM) hybrid solver to find optimal solutions to problems involving continuous variables, where previously it could handle only integers and other discrete data types.

Optimization 98

Optimization Enterprise Optimization Data Processing Marketing 98

Decision Management Solutions

JUNE 10, 2020

It’s all very well adding a manual workaround as a one-time temporary measure. For more on how to transform for agility and still deliver operational efficiency, check out our white paper on Agility and Efficiency with Decision Modeling and sign up for our newsletter. All this is good.

Machine Learning 69

Machine Learning Measurement Management Modeling 69

Smart Data Collective

APRIL 1, 2020

Big data is the lynchpin of the Software as a Service (SaaS) business model. Panoply, a big data innovator, has talked about a new model called Data as a Service, which is a variation of the same idea. Big data is used at every junction of the SaaS model. SaaS Model Relies on Big Data Innovation. Customer Health Score.

Metrics 100

Metrics Big Data Machine Learning Optimization 100

IBM Big Data Hub

MARCH 8, 2024

Lower latency: 5G’s low latency , a measurement of the time it takes data to travel from one location to another, is a significant upgrade over previous generations. According to this Gartner white paper (link resides outside ibm.com), by 2025, 75% of enterprise data will be processed at the edge (compared to only 10% today).

IoT 108

IoT Broadcasting Internet of Things Technology 108

Smart Data Collective

NOVEMBER 20, 2022

Amine Belhad and his coauthors addressed some of the issues about big data in manufacturing in their white paper Understanding Big Data Analytics for Manufacturing Processes: Insights from Literature Review and Multiple Case Studies. You can use the following strategies to integrate data analytics technology into your business model.

Manufacturing 131

Manufacturing Marketing Data Analytics Analytics 131

Smart Data Collective

FEBRUARY 23, 2021

Business intelligence is becoming a central aspect of almost every major organization’s business model. A growing number of companies are using gamification to create more sophisticated business intelligence models to strengthen their competitive edge. Gamification as a Leading Element of Business Intelligence. All are winners!

Business Intelligence 81

Business Intelligence Cost-Benefit Strategy Measurement 81

Decision Management Solutions

JUNE 21, 2021

The best way to approach an ML project that will yield positive and measurable results is to identify the decision you wish to improve and then build a decision model of how you make that decision today. Read our white paper, “ How to Succeed with AI.”. Build a blueprint. First the decision—and then what?

Machine Learning 52

Machine Learning Data-driven Modeling Software 52

Sisense

JUNE 24, 2021

Learning Pool’s white paper Measuring the Modern Learner Experience explains how an LRS specifically stores xAPI statements, which at their most basic level combine an actor, a verb, and an object. Analytics models, supercharged with AI, are being leveraged to recommend content to users based on who they are and where they work.

Analytics 83

Analytics Measurement Dashboards Optimization 83

Decision Management Solutions

JUNE 30, 2021

The best way to approach an ML project that will yield positive and measurable results is to identify the decision you wish to improve and then build a decision model of how you make that decision today. Read our white paper, “ How to Succeed with AI.”. Build a blueprint. First the decision—and then what?

Machine Learning 52

Machine Learning Data-driven Modeling Software 52

Jet Global

MARCH 5, 2019

AI, colloquially, is used to refer to a number of computer-powered business decision drivers, including automation (not AI), data modeling (not AI), and reporting and analytics (also not AI). Learn more about how AI fits into enterprise business (and how it doesn’t) in our white paper: From AI to BI: Understanding AI in Business.

Business Intelligence 75

Business Intelligence OLAP Visualization Reporting 75

Smart Data Collective

NOVEMBER 6, 2019

city employed an emerging discipline called “carbon economics” and data gathered at the local level to map out carbon emissions and deploy carbon abatement measures. Some of the measures saved the city as much as $1,200 per ton of CO2. Data from carbon mapping tools : One U.S. Expect smart cities to play a vital role in this growth.

Cost-Benefit 79

Cost-Benefit Measurement Modeling Technology 79

Ontotext

MAY 26, 2021

Originally, the Gold Standard was a monetary system that required countries to fix the value of their currencies to a certain amount of gold, aiming to replace the unreliable human control with a fixed measurement that could be used by everyone. Simply put, we need to be able to measure and evaluate our results against clearly set criteria.

Data Quality 87

Data Quality Machine Learning Measurement Metadata 87

Jet Global

DECEMBER 7, 2020

In other cases, though, the speed of the economic changes may be so fast that alternative pricing measures, such as the transactional net margin model (TNMM), may be required as a substitute for arm’s-length calculations. Find out how to approach this decision through our white paper, Corporate Tax Software: To Build or Not to Build?

Risk 72

Risk Forecasting Software Data-driven 72

DataRobot Blog

JULY 22, 2022

Using AI-based models increases your organization’s revenue, improves operational efficiency, and enhances client relationships. You need to know where your deployed models are, what they do, the data they use, the results they produce, and who relies upon their results. That requires a good model governance framework.

Modeling 105

Modeling Risk Management Testing Risk 105

Jet Global

AUGUST 14, 2019

Data modeling can be performed at the conceptual (high-level, related to business objectives), logical (mapping to each business function), and physical (how the actual dimensions, measures, and hierarchies are related within a data cube). Download this white paper! And we can help! Download Now.

Enterprise 70

Enterprise OLAP Business Intelligence Cost-Benefit 70

Jet Global

OCTOBER 2, 2019

Data modeling can be performed at the conceptual (high-level, related to business objectives), logical (mapping to each business function), and physical (how the actual dimensions, measures, and hierarchies are related within a data cube). Download this white paper! And we can help! Download Now.

Enterprise 40

Enterprise OLAP Business Intelligence Cost-Benefit 40

Domino Data Lab

APRIL 3, 2019

Instead, we must build robust ML models which take into account inherent limitations in our data and embrace the responsibility for the outcomes. As the story goes, the general history of DG is punctuated by four eras: “Application Era” (1960–1990) – some data modeling, ?though There are models everywhere. credit cards).

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

erwin

JUNE 27, 2019

The need for an effective data modeling tool is more significant than ever. For decades, data modeling has provided the optimal way to design and deploy new relational databases with high-quality data sources and support application development. There’s an expression: measure twice, cut once.

Measurement 81

Measurement Modeling Unstructured Data Metadata 81

CIO Business Intelligence

FEBRUARY 12, 2024

For instance, while public cloud providers popularized pay-as-you-go consumption models that ushered in the broad shift from CapEx to OpEx, more organizations are renting IT infrastructure as-a-Service within their own datacenters rather than someone else’s. After all, if you can’t measure it, you can’t improve it.

Cost-Benefit 114

Cost-Benefit Optimization Software Strategy 114

DataKitchen

MAY 10, 2021

Since 2008, teams working for our founding team and our customers have delivered 100s of millions of data sets, dashboards, and models with almost no errors. Best practices include continuous monitoring of machine learning models for degradations in accuracy. . Week after week, it is measured with a million rows.

Testing 214

Testing Manufacturing Data Quality Statistics 214

CIO Business Intelligence

MARCH 22, 2022

To allow business units to access and use the data in a cost-effective, secure manner, you can create an analytics-as-a-service model. For example, consider identifying a single, measurable use case for AI that gets you started with a proof of concept (PoC) that could be a stepping stone to other initiatives.

Analytics 110

Analytics Key Performance Indicator Data Warehouse Data-driven 110

Octopai

DECEMBER 12, 2021

Metadata Management is a Strategic Data Imperative Learn why in our white paper which dives deep into the topic Download the White Paper. An active metadata management strategy can highlight data quality and data privacy issues, correct reports, enrich data science models and point out business opportunities and risks.

Metadata 93

Metadata Management Data Quality Data Governance 93

datapine

OCTOBER 21, 2020

Now that we live longer, treatment models have changed and many of these changes are namely driven by data. and could provide a model for the EU to follow. Both descriptive and predictive analytics models can enhance decisions for negotiating pricing, reducing the variation in supplies, and optimizing the ordering process as a whole.

Big Data 364

Big Data Data Analytics Analytics Cost-Benefit 364

Cloudera

AUGUST 21, 2021

Besides identifying key event patterns and escalating crucial alerts based on predictive insights and actionable intelligence, real time analytics and stream processing fortifies risk management by enabling preventive measures before an incident results in damage. .

Data-driven 99

Data-driven Digital Transformation Risk Risk Management 99

Insight

JUNE 10, 2019

In 2016, Uber published its Uber Elevate White Paper , setting its aspirations on providing on-demand air taxis from San Francisco to San Jose for about $130. Transfer learning applied to ResNet50 CNN Training results The final accuracy of the model, when tested on a subset of the training data, was 97%.

Breakeven 69

Breakeven Modeling Testing Marketing 69

Alation

JANUARY 25, 2022

These two resources can help you get started: White paper: How to Evaluate a Data Catalog. Alation Analytics , too, is a core capability to ‘close the measurement loop’, as it enables leaders to measure performance against specific targets with thresholds. Webinar: Five Must-Haves for a Data Catalog.

Metadata 52

Metadata IT Metrics Data-driven 52

Alation

JANUARY 13, 2022

Data mesh inverts this model with domain-driven design and product thinking. These product owners are responsible for delivering data as a product and, as such, they are accountable for objective measures, including “data quality, decreased lead time of data consumption, and general data user satisfaction…” 10.

Data Lake 59

Data Lake Metadata Data-driven Data Governance 59

Occam's Razor

MARCH 23, 2010

Too many new things are happening too fast and those of us charged with measuring it have to change the wheels while the bicycle is moving at 30 miles per hour (and this bicycle will become a car before we know it – all while it keeps moving, ever faster). It has simply not had a break to catch a breath and mature. Usually for free.

Analytics 118

Analytics Consulting Metrics Experimentation 118

Occam's Razor

NOVEMBER 15, 2010

Go download the white papers. This site simply engages in one night stands, and while I can think of some sites where that can still be the basis of a long term sustainable business model. Visitor Recency measures the gap between two visits of the same visitor. It is a measure of efficiency. Go use site search.

Reporting 139

Reporting Metrics Strategy Measurement 139

Jet Global

FEBRUARY 5, 2024

Additionally, inefficient dashboards and analytics hinder visibility into resource consumption patterns, making it difficult to pinpoint energy-intensive processes and implement resource-efficient measures. Check out our white paper on Angles for SAP to see if it is the right tool for your operational reporting.

Optimization 52

Optimization Operational Reporting Manufacturing Reporting 52

Jet Global

MAY 1, 2023

Manage compliance through up-to-the-minute performance measures, workflow automation, and essential regulatory reports. These licensing terms are critical: Perpetual license vs subscription: Subscription is a pay-as-you-go model that provides flexibility as you evaluate a vendor. Perpetual, by contrast, is paid up front.

Analytics 52

Analytics Cost-Benefit Visualization Dashboards 52