erwin

SEPTEMBER 16, 2024

Continue to conquer data chaos and build your data landscape on a sturdy and standardized foundation with erwin® Data Modeler 14.0. The gold standard in data modeling solutions for more than 30 years continues to evolve with its latest release, highlighted by: PostgreSQL 16.x Feature Updates for erwin Data Modeler 14.0

Modeling 52

Modeling Visualization Data Governance Data Architecture 52

IBM Big Data Hub

APRIL 26, 2024

As large language models (LLMs) have entered the common vernacular, people have discovered how to use apps that access them. However, there are smaller models that have the potential to innovate gen AI capabilities on mobile devices. Let’s examine these solutions from the perspective of a hybrid AI model.

Modeling 83

Modeling Data Processing Cost-Benefit Manufacturing 83

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 98

Data Processing Big Data Marketing Data-driven 98

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

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

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 Sales Marketing 139

CIO Business Intelligence

FEBRUARY 1, 2023

As organizations of all stripes continue their migration to the cloud, they are coming face to face with sometimes perplexing cost issues, forcing them to think hard about how best to optimize workloads, what to migrate, and who exactly is responsible for what. It’s an issue that’s coming to the fore with the steady migration to the cloud.

Optimization 111

Optimization Cost-Benefit Consulting Strategy 111

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. Choosing the right instance offering and instance size for your application is critical for optimizing performance and reducing costs.

Data Processing 40

Data Processing Optimization Testing Machine Learning 40

Smart Data Collective

JULY 20, 2022

A growing number of businesses use big data technology to optimize efficiency. While there are various interpretations or models to address such problems, Lean Thinking can contribute to the implementation of more optimal projects for a business. Data-driven decision-making has become a major element of modern business.

Data-driven 128

Data-driven Optimization Big Data Data Strategy 128

Cloudera

JULY 15, 2021

We recently hosted a roundtable focused on o ptimizing risk and exposure management with data insights. Across the industry, the pandemic caused a huge breakdown in model performance due to the change in macroeconomic conditions and government stimulus packages. Observe what the model has to offer even if not the intended output.

Risk 99

Risk Optimization Management Insurance 99

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

Cloudera

NOVEMBER 13, 2024

Large Language Models (LLMs) will be at the core of many groundbreaking AI solutions for enterprise organizations. Here are just a few examples of the benefits of using LLMs in the enterprise for both internal and external use cases: Optimize Costs. The Need for Fine Tuning Fine tuning solves these issues.

Cost-Benefit 61

Cost-Benefit Data Processing Testing Machine Learning 61

Cloudera

JANUARY 24, 2023

First, it needed customized engagement models that would improve the customer experience. This includes decisions around the optimal amount of cash in every bank’s ATM, or proactively classifying every digital transaction as fraud/non-fraud, which are now driven through data and AI.

Optimization 80

Optimization Data Analytics Analytics IT 80

Cloudera

OCTOBER 19, 2022

Telco industry executives Jinsoo Jang of LG Uplus and Patrick de Vries of KPN spoke at a Modern Data Architecture for Telco lunch, hosted by Cloudera. We demonstrated AI@Scale, focusing on the need for ML Ops to support AI model governance automation, which allows more models to be deployed concurrently and across ever larger data sets.

Optimization 78

Optimization Data Architecture Data Governance B2B 78

CIO Business Intelligence

NOVEMBER 4, 2024

However, enterprise cloud computing still faces similar challenges in achieving efficiency and simplicity, particularly in managing diverse cloud resources and optimizing data management. AI models rely on vast datasets across various locations, demanding AI-ready infrastructure that’s easy to implement across core and edge.

Finance 89

Finance Sales Reporting Optimization 89

Jet Global

NOVEMBER 20, 2024

Organizations can now streamline digital transformations with Logi Symphony on Google Cloud, utilizing BigQuery, the Vertex AI platform and Gemini models for cutting-edge analytics RALEIGH, N.C. –

Analytics 52

Analytics Digital Transformation Business Intelligence Data-driven 52

CIO Business Intelligence

AUGUST 16, 2023

ChatGPT is capable of doing many of these tasks, but the custom support chatbot is using another model called text-embedding-ada-002, another generative AI model from OpenAI, specifically designed to work with embeddings—a type of database specifically designed to feed data into large language models (LLM).

Modeling 98

Modeling Enterprise Cost-Benefit Data Science 98

O'Reilly on Data

JUNE 18, 2024

Last month, TheNew York Times claimed that tech giants OpenAI and Google have waded into a copyright gray area by transcribing the vast volume of YouTube videos and using that text as additional training data for their AI models despite terms of service that prohibit such efforts and copyright law that the Times argues places them in dispute.

Advertising 354

Advertising Modeling Publishing Data Processing 354

Cloudera

OCTOBER 8, 2024

This service supports a range of optimized AI models, enabling seamless and scalable AI inference. Enterprise developers began exploring proof of concepts (POCs) for generative AI applications, leveraging API services and open models such as Llama 2 and Mistral. By 2023, the focus shifted towards experimentation.

Optimization 75

Optimization Experimentation Metrics Modeling 75

DataKitchen

APRIL 13, 2021

DataOps needs a directed graph-based workflow that contains all the data access, integration, model and visualization steps in the data analytic production process. Observe, optimize, and scale enterprise data pipelines. . GitHub – A provider of Internet hosting for software development and version control using Git.

Testing 304

Testing Machine Learning Consulting Data Quality 304

IBM Big Data Hub

MARCH 28, 2024

A private cloud is a single-tenant cloud computing model in which all of the hardware and software resources are dedicated exclusively to—and accessible only by—a single organization. A multicloud setting helps clients avoid vendor lock-in and allows them to run the most optimal computing environment for each workload.

Enterprise 97

Enterprise Cost-Benefit Data Processing Software 97

CIO Business Intelligence

OCTOBER 10, 2024

Hosted in Dubai from October 14-18, GITEX will showcase cutting-edge innovations and provide a platform for global experts to discuss the latest advancements in technology. As the United Arab Emirates prepares to host COP28 later this year, GITEX will emphasize how technology can support environmental, social, and governance initiatives.

Technology 116

Technology Digital Transformation Data Processing Finance 116

CIO Business Intelligence

SEPTEMBER 30, 2024

She points to a recent initiative in which the job matching and hiring platform company started using large language models (LLMs) to add a highly customized sentence or two to the emails it sends to job seekers about open positions that match their qualifications. Everyone is looking at AI to optimize and gain efficiencies, for sure.

Machine Learning 141

Machine Learning ROI Data Processing Optimization 141

AWS Big Data

OCTOBER 30, 2024

We show how to build data pipelines using AWS Glue jobs, optimize them for both cost and performance, and implement schema evolution to automate manual tasks. This post shows how to load data from a legacy database (SQL Server) into a transactional data lake ( Apache Iceberg ) using AWS Glue. To start the job, choose Run. format(dbname)).config("spark.sql.catalog.glue_catalog.catalog-impl",

Data Lake 95

Data Lake Data Processing Optimization Machine Learning 95

CIO Business Intelligence

JUNE 20, 2024

Additionally, it enables edge-network localization to segment traffic, optimize network performance, and eliminate bottlenecks. This comprehensive set of features and capabilities ensures optimal performance for a wide range of workloads and applications. The interoperability inherent in the FlexAnywhere Platform reflects that.”

Enterprise 119

Enterprise Data Processing Optimization Technology 119

CIO Business Intelligence

NOVEMBER 19, 2024

Mitigating infrastructure challenges Organizations that rely on legacy systems face a host of potential stumbling blocks when they attempt to integrate their on-premises infrastructure with cloud solutions. Intel’s cloud-optimized hardware accelerates AI workloads, while SAS provides scalable, AI-driven solutions.

Analytics 52

Analytics Cost-Benefit Finance Data-driven 52

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

Cloudera

OCTOBER 20, 2021

How do institutions protect and optimize their balance sheets and portfolios? 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. A Partnership in Climate Risk Modelling.

Risk 79

Risk Modeling Risk Management Measurement 79

IBM Big Data Hub

OCTOBER 30, 2023

Businesses rely heavily on monitoring solutions to ensure the optimal performance and availability of their applications. 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.

Data Processing 70

Data Processing Optimization Modeling IT 70

CIO Business Intelligence

NOVEMBER 19, 2024

Microsoft announced a host of additions to its Microsoft Fabric data analytics platform at Microsoft Ignite 2024 in Chicago on Tuesday, including Fabric Databases. These enhancements will include, among other things, a more conversational experience and support for semantic models and Eventhouse KQL databases.

Data Lake 69

Data Lake Data Processing Optimization Management 69

CIO Business Intelligence

NOVEMBER 27, 2023

On top of that, Gen AI, and the large language models (LLMs) that power it, are super-computing workloads that devour electricity.Estimates vary, but Dr. Sajjad Moazeni of the University of Washington calculates that training an LLM with 175 billion+ parameters takes a year’s worth of energy for 1,000 US households. Not at all.

Risk 132

Risk Cost-Benefit Modeling IoT 132

AWS Big Data

OCTOBER 25, 2023

To optimize S3 storage costs, create a lifecycle configuration on the S3 bucket to transition the VPC flow logs to different tiers or expire processed logs. Also, a prefix is added to help with partitioning and query optimization when reading a collection of files using Athena.

Analytics 125

Analytics Data Processing Optimization Metrics 125

AWS Big Data

NOVEMBER 17, 2023

In this post, we look into an optimal and cost-effective way of incorporating dbt within Amazon Redshift. In an optimal environment, we store the credentials in AWS Secrets Manager and retrieve them. For more information, refer SQL models. All the connection profiles are configured within the dbt profiles.yml file.

Snapshot 97

Snapshot Data Processing Testing Data Warehouse 97

erwin

JULY 1, 2022

On the heels of its erwin® Data Modeler 12.1 Register to attend our What’s New webinar , hosted by product manager Vani Mishra. That’s why, in erwin Data Modeler 12.1, a subscription model for our customers’ convenience. From the customer’s perspective, once erwin Data Modeler 12.1 In erwin Data Modeler 12.1

Modeling 52

Modeling Cost-Benefit Data Processing Software 52

Rita Sallam

APRIL 2, 2023

Are there mitigation strategies that show reasons for optimism? Are there mitigation strategies that can be implemented successfully that could provide policy guidance and reasons for optimism in the face of ever increasing frequency of extreme weather events? Based on these estimators, SAS created an easy to use what-if dashboard.

Optimization 52

Optimization Machine Learning Insurance Risk 52

IBM Big Data Hub

APRIL 4, 2024

It may be hosted in-house within a company’s physical location, in an off-site data center on infrastructure owned or rented by a third party, or in a public cloud service provider’s (CSP’s) infrastructure in one of their data centers. In this setting, the CSP carries out maintenance, upgrades, support and management.

Data Processing 91

Data Processing Cost-Benefit Software Digital Transformation 91

CIO Business Intelligence

MAY 23, 2022

Many companies whose AI model training infrastructure is not proximal to their data lake incur steeper costs as the data sets grow larger and AI models become more complex. The cloud is great for experimentation when data sets are smaller and model complexity is light. Potential headaches of DIY on-prem infrastructure.

Experimentation 137

Experimentation Cost-Benefit Data Lake Data Science 137