Analytics Vidhya

APRIL 17, 2023

The AI can connect and collaborate with multiple artificial intelligence models, such as ChatGPT and t5-base, to deliver a final result. With a demo hosted on the popular AI platform Huggingface, users can now explore and test JARVIS’s extraordinary capabilities.

Data Processing 291

Data Processing Testing Modeling Analytics 291

Smart Data Collective

APRIL 2, 2019

Cloud technology has had a profound impact on the web hosting profession. Since big data has revolutionized the web hosting industry, a myriad of new hosting options are available. Big data is streamling hosting services, enhancing the user experience and improving customer support. Be Aware of Pricing Tricks.

Data Processing 94

Data Processing Big Data Marketing Data-driven 94

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. It’s not trivial,” she says.

Modeling 139

Modeling Enterprise Marketing Sales 139

Ontotext

JULY 24, 2023

I did some research because I wanted to create a basic framework on the intersection between large language models (LLM) and data management. But there are also a host of other issues (and cautions) to take into consideration. LLM is by its very design a language model. The technology is very new and not well understood.

Modeling 98

Modeling Management Structured Data Data Architecture 98

Domino Data Lab

FEBRUARY 4, 2021

Getting models into production is a critical stage in the MLOps life cycle. What role does container technology play in getting ML/AI models into production? R, Python, etc), track their experiments, share their work and deploy models. Figure 1 – Options for deploying and hosting models created in Domino.

Modeling 130

Modeling Data Science Data Processing Software 130

IBM Big Data Hub

AUGUST 23, 2023

When it comes to hosting applications on Amazon Web Services (AWS), one of the most important decisions you will need to make is which Amazon Elastic Compute Cloud (EC2) instance type to choose. Furthermore, you need to know how the applications each EC2 instance will host are designed to scale.

Data Processing 40

Data Processing Optimization Testing Modeling 40

Analytics Vidhya

FEBRUARY 4, 2022

Introduction In this article, we are going to solve the Loan Approval Prediction Hackathon hosted by Analytics Vidhya. classification refers to a predictive modeling problem where a class label is predicted for a given example of […]. The post Loan Approval Prediction Machine Learning appeared first on Analytics Vidhya.

Machine Learning 284

Machine Learning Predictive Modeling Data Processing Modeling 284

Ontotext

OCTOBER 12, 2023

Did you know that, if you add “take a deep breath” to a prompt, chances are you will get more accurate results from Large Language Models (LLMs)? Do Knowledge Graphs Dream of Large Language Models? I didn’t either. He shared the need for more research at the intersection of LLMs and knowledge graphs.

Modeling 75

Modeling Recreation/Entertainment Data Processing Metadata 75

O'Reilly on Data

DECEMBER 12, 2019

Not least is the broadening realization that ML models can fail. And that’s why model debugging, the art and science of understanding and fixing problems in ML models, is so critical to the future of ML. Because all ML models make mistakes, everyone who cares about ML should also care about model debugging. [1]

Machine Learning 197

Machine Learning Modeling Testing Risk Management 197

DataRobot Blog

JUNE 27, 2022

In our previous two posts, we discussed extensively how modelers are able to both develop and validate machine learning models while following the guidelines outlined by the Federal Reserve Board (FRB) in SR 11-7. Monitoring Model Metrics.

Risk 59

Risk Modeling Metrics Measurement 59

erwin

MARCH 24, 2020

Technical teams charged with maintaining and executing these processes require detailed tasks, and business process modeling is integral to their documentation. erwin’s Evolve software is integral to modeling process flow requirements, but what about the technology side of the equation?

Modeling 97

Modeling Data Processing Software Finance 97

CIO Business Intelligence

MARCH 18, 2024

They’re split into two main categories — Nvidia NIM, which covers microservices related to deploying production AI models, and CUDA-X, for microservices like cuOpt, the company’s optimization engine. A host of further integrations is also coming to AI Enterprise 5.0, the company said. Nvidia’s AI Enterprise 5.0

Enterprise 98

Enterprise Data Processing Optimization Modeling 98

IBM Big Data Hub

OCTOBER 3, 2023

And this year, ESPN Fantasy Football is using AI models built with watsonx to provide 11 million fantasy managers with a data-rich, AI-infused experience that transcends traditional statistics. These applications are all hosted on the IBM Cloud to ensure uninterrupted availability. But numbers only tell half the story.

Modeling 97

Modeling Statistics Consulting Unstructured Data 97

Analytics Vidhya

MAY 15, 2023

Google I/O is a highly anticipated annual developer conference hosted by Google, where the company showcases its latest technologies and products. This year’s event, held in May 2023, did not disappoint.

Data Processing 304

Data Processing Technology Analytics IT 304

Analytics Vidhya

MAY 29, 2022

Introduction on Machine Learning Last month, I participated in a Machine learning approach Hackathon hosted on Analytics Vidhya’s Datahack platform. This article was published as a part of the Data Science Blogathon. Over a weekend, more than 600 participants competed to build and improve their solutions and climb the leaderboard.

Machine Learning 400

Machine Learning Forecasting Data Processing Data Science 400

AWS Big Data

JULY 14, 2023

Defining and capturing a business capability model If an enterprise doesn’t have a system to capture the business capability model, consider defining and finding a way to capture the model for better insight and visibility, and then map it with digital assets like APIs. It keeps evolving with business requirements and usage.

Modeling 69

Modeling Visualization Reporting Measurement 69

DataRobot Blog

MAY 26, 2022

Last time , we discussed the steps that a modeler must pay attention to when building out ML models to be utilized within the financial institution. In summary, to ensure that they have built a robust model, modelers must make certain that they have designed the model in a way that is backed by research and industry-adopted practices.

Risk 52

Risk Modeling Metrics Business Objectives 52

Dataiku

MARCH 2, 2022

To kick off every year, we host a technical webinar with members of our AI Labs research team in order to hone in on some of the hot ML trends we’ll likely see more of in the coming year. By now, you probably already know the drill.

Optimization 59

Optimization Data Science Modeling Data Processing 59

AWS Big Data

APRIL 17, 2024

Analytics as a service (AaaS) is a business model that uses the cloud to deliver analytic capabilities on a subscription basis. This model provides organizations with a cost-effective, scalable, and flexible solution for building analytics. The choice of these delivery models depends on many factors, and each has their own benefits.

Data Warehouse 90

Data Warehouse Analytics Cost-Benefit Modeling 90

erwin

APRIL 4, 2022

If you’re a long-time erwin ® Data Modeler by Quest ® customer, you might be asking yourself, “What happened to the release naming convention of erwin Data Modeler?” In 2021 erwin Data Modeler released 2021R1. So, this release of erwin Data Modeler aligns with the release of erwin Data Intelligence 12.0,” he concluded. “So,

Modeling 52

Modeling Data Processing Data-driven Big Data 52

Smart Data Collective

JUNE 15, 2021

However, it is important to make sure that you understand the potential role of AI and what business model to build around it. However, even the most brilliant idea built around AI technology can fail without a proper business model. Without a good business model, you won’t understand customer needs and how to build your startup.

Modeling 91

Modeling Advertising Cost-Benefit Machine Learning 91

Decision Management Solutions

MARCH 25, 2021

How Decision Modeling Reduces Complexity in Regulated Industries. Hosted by our ace decision modeler, Charlotte DeKeyrel, in this webinar she will show you how it’s done in the real world and share feedback from real clients. More about the host: Charlotte DeKeyrel. More about the host: Charlotte DeKeyrel.

Modeling 52

Modeling Data Processing Insurance Finance 52

Cloudera

OCTOBER 20, 2021

Transition : the changes in asset values, business models, etc. (ex. Quantifying and evaluating climate risk will require risk and finance teams to model behavior related to these risks and evolve new metrics. Mandated disclosures will create additional pressure on the accuracy and confidence of such models. .

Risk 80

Risk Modeling Risk Management Measurement 80

AWS Big Data

JANUARY 17, 2024

it’s now effortless to integrate with AI/ML models to power semantic search and other use cases. To use neural search, you must set up an ML model. In this post, we demonstrate how to configure AI/ML connectors to external models through the OpenSearch Service console. Starting with version 2.9

Dashboards 94

Dashboards Data Processing Modeling Machine Learning 94

CIO Business Intelligence

APRIL 10, 2024

The company needs massive computing power with CPUs and GPUs that are optimized for AI development, says Clark, adding that Seekr looked at the infrastructure it would need to build and train its huge AI models and quickly determined that buying and maintaining the hardware would be prohibitively expensive. Clark says.

IT 119

IT Testing Optimization Modeling 119

AWS Big Data

NOVEMBER 17, 2023

For more information, refer SQL models. Tests – These are assertions you make about your models and other resources in your dbt project (such as sources, seeds, and snapshots). They are analogous to “functions” in other programming languages, and are extremely useful if you find yourself repeating code across multiple models.

Snapshot 89

Snapshot Data Processing Testing Data Warehouse 89

IBM Big Data Hub

APRIL 3, 2024

The suite’s simplified licensing model also offers greater adaptability, which enables users to scale their usage according to requirements. Figure 1: TAS on customer-hosted Red Hat OpenShift high-level architecture 2. Figure 2: TAS on customer-hosted ROSA high-level architecture 3.

Data Processing 71

Data Processing Cost-Benefit Optimization Management 71

IBM Big Data Hub

OCTOBER 30, 2023

Instana follows a per-host pricing model, where customers are charged based on the number of hosts — physical or virtual — that need to be monitored. Instana offers granular pricing that allows you to monitor individual containers or microservices without having to pay for an entire container cluster or host.

Data Processing 79

Data Processing Optimization Modeling IT 79

O'Reilly on Data

MAY 18, 2020

This article answers these questions, based on our combined experience as both a lawyer and a data scientist responding to cybersecurity incidents, crafting legal frameworks to manage the risks of AI, and building sophisticated interpretable models to mitigate risk. All predictive models are wrong at times?—just

Risk 361

Risk Modeling Data Processing Software 361

CIO Business Intelligence

MARCH 22, 2024

It’s following in the footsteps of IBM and Microsoft, which like the German telco have an edge over regular companies contemplating a similar move to Rise in that they have their own clouds in which to host the applications and their own IT services divisions to make the move.

Data Processing 105

Data Processing Data Warehouse Management Software 105

DataRobot Blog

FEBRUARY 28, 2023

Integrating different systems, data sources, and technologies within an ecosystem can be difficult and time-consuming, leading to inefficiencies, data silos, broken machine learning models, and locked ROI. We recently announced DataRobot’s new Hosted Notebooks capability. Learn more about DataRobot hosted notebooks.

Data Processing 72

Data Processing Experimentation Machine Learning Modeling 72

Dataiku

SEPTEMBER 24, 2020

In July, Dataiku sponsored and attended VBTransform, a three-day virtual conference hosted by VentureBeat that focuses on best practices and tangible ways that business leaders can gain and maintain a competitive edge in an increasingly AI-driven world.

Modeling 71

Modeling Data Processing 71

DataRobot

JULY 27, 2021

In a global marketplace where decision-making needs to happen with increasing velocity, data science teams often need not only to speed up their modeling deployment but also do it at scale across their entire enterprise. This allows for the pipelining of incredibly complex inference models.

Optimization 98

Optimization Modeling Machine Learning Deep Learning 98

CIO Business Intelligence

FEBRUARY 27, 2024

Like many complex businesses, we are an evolving hybrid model that maintains compute and storage capabilities in the public cloud, on-prem, with our co-location partner, and industry cloud partners,” Shields adds. This refinement of thinking about the cloud comes as hefty AI costs loom on the horizon. “I

Strategy 144

Strategy Cost-Benefit Data Processing Data-driven 144

CIO Business Intelligence

APRIL 11, 2024

Oracle Cloud Infrastructure is now capable of hosting a full range of traditional and modern IT workloads, and for many enterprise customers, Oracle is a proven vendor,” says David Wright, vice president of research for cloud infrastructure strategies at research firm Gartner.

Enterprise 124

Enterprise IT Data Processing Strategy 124

CIO Business Intelligence

NOVEMBER 16, 2022

Brown recently spoke with CIO Leadership Live host Maryfran Johnson about advancing product features via sensor data, accelerating digital twin strategies, reinventing supply chain dynamics and more. That is part of the value we bring to the table. Here are some edited excerpts of that conversation.

IT 133

IT Modeling Digital Transformation Data Governance 133

Cloudera

MARCH 6, 2024

This year, members of the Cloudera team will be hosting speaking sessions during the event where we’ll be sharing insights around generative AI and the tools needed to leverage emerging technologies at enterprise scale.

Data Analytics 104

Data Analytics Analytics Snapshot Data Processing 104