Domino Data Lab

JULY 28, 2021

There are many software packages that allow anyone to build a predictive model, but without expertise in math and statistics, a practitioner runs the risk of creating a faulty, unethical, and even possibly illegal data science application. All models are not made equal. Computer Science Skills.

Data Science 110

Data Science Statistics Recreation/Entertainment Predictive Analytics 110

FineReport

APRIL 9, 2024

Through the utilization of predictive models, clinicians can forecast patient outcomes and resource needs, enabling early intervention and personalized care delivery. Maximizing the impact on patient care involves harnessing healthcare data visualization tools to present these personalized insights in a comprehensible manner.

Digital Transformation 52

Digital Transformation Business Intelligence Data-driven Visualization 52

Juice Analytics

MARCH 11, 2021

3) That’s where our data visualization and user experience capabilities helped them turn this data into a web-based analytical tool that focused users on the metrics and peer groups they cared about. There are many paths to consider: Visual representations that reveal patterns in the data and make it more human readable. Just kidding!

Predictive Modeling 128

Predictive Modeling Visualization Reporting Interactive 128

CIO Business Intelligence

JUNE 13, 2023

Once wild and seemingly impossible notions such as large language models, machine learning, and natural language processing have gone from the labs to the front lines. Now some AI architects are eyeing the long-forgotten model of analog computation where values are expressed as voltages or currents.

IT 145

IT Scorecard Software Modeling 145

DataRobot

JUNE 23, 2021

As they strive to improve models, data scientists continually try new approaches to refine their predictions. After adding the preferred code, teams can take advantage of the existing DataRobot capabilities, such as metrics, explainability, visualizations, deployment, monitoring, collaboration, and governance. So let’s dig in!

Machine Learning 52

Machine Learning Modeling Experimentation Visualization 52

AWS Big Data

JUNE 6, 2023

Data engineers must then write code to monitor data pipelines, visualize quality scores, and alert them when anomalies occur. This simple pricing model doesn’t lock you into annual licenses. They have to then review the data statistics to identify data quality rules, and write code to implement these checks in their data pipelines.

Data Quality 94

Data Quality Statistics Data Lake Visualization 94

AWS Big Data

MARCH 7, 2023

It includes business intelligence (BI) users, canned and interactive reports, dashboards, data science workloads, Internet of Things (IoT), web apps, and third-party data consumers. It enables you to create interactive dashboards, visualizations, and advanced analytics with ML insights.

Analytics 71

Analytics Data Warehouse Data Lake Metadata 71

Domino Data Lab

JULY 28, 2021

In its current form , data science is limitless in terms of industry and application; the only requirement is data, compute power, data scientists, and a desire to become model-driven. Today, data is generated constantly through multiple channels including transactional systems, sensors, cameras, and online interactions.

Data Science 45

Data Science Machine Learning Statistics Deep Learning 45

Birst BI

OCTOBER 30, 2018

The output of these algorithms, when used in financial services, can be anything from a customer behavior score to a prediction of future trading trends, to flagging a fraudulent insurance claim. The credit scores generated by the predictive model are then used to approve or deny credit cards or loans to customers. Accounts in use.

Predictive Analytics 73

Predictive Analytics Descriptive Analytics Analytics Metrics 73

datapine

OCTOBER 21, 2020

Now that we live longer, treatment models have changed and many of these changes are namely driven by data. By utilizing key performance indicators in healthcare and healthcare data analytics, prevention is better than cure, and managing to draw a comprehensive picture of a patient will let insurance provide a tailored package.

Big Data 364

Big Data Data Analytics Analytics Cost-Benefit 364

bridgei2i

NOVEMBER 3, 2021

I’m a director at BRIDGEi2i, and I lead the intelligent operations practice, where we focus on reimagining processes and business models through innovative AI-enabled solutions across manufacturing, supply chain, and services automation. What we have seen is that we have adopted a fit-to-purpose teams model.

Manufacturing 52

Manufacturing Enterprise ROI Digital Transformation 52

Occam's Razor

OCTOBER 15, 2012

Note: The IAB (Interactive Advertising Bureau) and Google both benefit in their own way from the use of digital platforms. Think of it as attribution modeling. :). In this report you also get this lovely visual: It is a little complicated, but stick with me. 25% of people researched online only before making a purchase online.

Advertising 136

Advertising Marketing Strategy Insurance 136

CIO Business Intelligence

AUGUST 15, 2023

Shamim Mohammad, CIO, CarMax CarMax That volume created a Sisyphean task for the company’s content writers, as they struggled to provide up-to-date information by make, model, and year for each vehicle in the company’s constantly changing inventory. For example, it can learn and use students’ names and provide personalized information.

IT 98

IT Manufacturing IoT Cost-Benefit 98

Domino Data Lab

JULY 22, 2019

how “the business executives who are seeing the value of data science and being model-informed, they are the ones who are doubling down on their bets now, and they’re investing a lot more money.” He also really informed a lot of the early thinking about data visualization. Key highlights from the session include. Transcript.

Data Science 109

Data Science Machine Learning Data Governance Modeling 109

Decision Management Solutions

FEBRUARY 25, 2019

To keep processing costs low, many insurance carriers have a goal to increase the percentage of their claims that can be processed and decisioned with no human decision-making involved. Perhaps surprisingly, there remains a fair amount of human intervention involved in processing insurance claims. Design and build a decision model.

Insurance 40

Insurance Management Machine Learning Modeling 40

DataRobot Blog

JULY 21, 2022

If there is no forward-looking predictive component to the use case, it can probably be addressed with analytics and visualizations applied to historical data. Machine learning models created in silos are rarely implemented. Models could also be deployed into multiple environments at once. Define the business problem.

Machine Learning 98

Machine Learning Metrics Modeling Testing 98

Jet Global

JANUARY 17, 2022

Business intelligence requirements in this category may include dashboards and reports as well as the interactive and analytical functions users can perform. People want access to information and they want it easily,” says Trent McGrath a product leader at Citycounty Insurance Services. Data Environment.

Business Intelligence 52

Business Intelligence Visualization Dashboards Interactive 52

IBM Big Data Hub

JULY 17, 2023

is our enterprise-ready next-generation studio for AI builders, bringing together traditional machine learning (ML) and new generative AI capabilities powered by foundation models. With watsonx.ai, businesses can effectively train, validate, tune and deploy AI models with confidence and at scale across their enterprise. IBM watsonx.ai

Machine Learning 67

Machine Learning Data Warehouse Modeling Cost-Benefit 67

Cloudera

NOVEMBER 25, 2020

Scale to provide 1,000s of researchers frictionless interaction with data. How can users drill down, in non-technical ways, to quickly interact with data that explains what correlations seem to matter? How can he make it easy to see statistics, and do calculations, on discovered commonalities, across structured and unstructured data?

Data Warehouse 57

Data Warehouse Unstructured Data Analytics Visualization 57

bridgei2i

APRIL 13, 2020

She goes on to add that ‘Understanding vision and building visual systems are really about understanding intelligence.’ This major shift in the way of working has forced enterprises to re-look at core processes while innovating on newer business models.

Insurance 52

Insurance Manufacturing Deep Learning Enterprise 52

Domino Data Lab

AUGUST 20, 2019

Feature engineering is useful for data scientists when assessing tradeoff decisions regarding the impact of their ML models. It is a framework for approaching ML as well as providing techniques for extracting features from raw data that can be used within the models. We can also modify the features before we start the modeling process.

Testing 68

Testing Modeling Interactive Measurement 68

Domino Data Lab

FEBRUARY 4, 2019

Lately there’s been lots of dialog about bias in machine learning models, though considering the noise part of the equation is an important corollary. I double-dare you not to visualize that cohort! Interactive media plays a much larger role in our work than merely the presentations or blog posts. Or something.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

Domino Data Lab

AUGUST 1, 2021

In this article we cover explainability for black-box models and show how to use different methods from the Skater framework to provide insights into the inner workings of a simple credit scoring neural network model. The interest in interpretation of machine learning has been rapidly accelerating in the last decade.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

Sisense

DECEMBER 11, 2019

And he explained that the leap to visual-based data discovery put analytics in the hands of data experts working in different lines of business, rather than in IT, where bottlenecks could previously occur, and reporting could take much longer. He concluded that data teams can influence the transformation of startups into unicorns.

Data Lake 80

Data Lake Big Data Sales Data-driven 80

CIO Business Intelligence

FEBRUARY 3, 2023

The ability to suck words and numbers from images are a big help for document-heavy businesses such as insurance or banking. Email and client interaction; task routing Airslate Document-centric tasks such as PDF editing or generating eSignatures for contracts are one of the focuses for Airslate.

Data-driven 145

Data-driven Interactive Enterprise Statistics 145

Andrew White

JANUARY 11, 2021

As such banking, finance, insurance and media are good examples of information-based industries compared to manufacturing, retail, and so on. Where does the Data Architect role fits in the Operational Model ? Assuming a data architect helps model and guide and assist D&A then they play a key role. Try some gamification?

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

Alation

AUGUST 26, 2021

Finally, data catalogs leverage behavioral metadata to glean insights into how humans interact with data. These future-oriented models are used to make predictions. AI and ML are used in concert to predict possible events and model outcomes. Source: Introduction to Data Catalogs by Dave Wells.

Metadata 64

Metadata Data Governance Dashboards Software 64

Jet Global

APRIL 5, 2021

Enterprises actively use financial modeling to guide their financial planning and strategic decision-making. Financial models offer data-driven, quantitative analysis that tells you where your company stands and where it’s heading. That being said, one model can’t do it all. What Is Financial Modeling?

Modeling 98

Modeling Forecasting Metrics Finance 98

Domino Data Lab

SEPTEMBER 9, 2019

Typically, there are contracts (sales contracts, work agreements, partnerships), there are invoices, there are insurance policies, there are regulations and other laws, and so on. We have configured the default Compute Environment in Domino to include all of the packages, libraries, models, and data you’ll need for this tutorial.

Deep Learning 110

Deep Learning Machine Learning Visualization Data Science 110