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. EC2 instances are virtual machines that allow you to run your applications on AWS.

Data Processing 40

Data Processing Optimization Testing Modeling 40

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

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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 79

Optimization Data Analytics Analytics IT 79

Cloudera

OCTOBER 25, 2023

That’s why Cloudera and AMD have partnered to host the Climate and Sustainability Hackathon. The event invites individuals or teams of data scientists to develop an end-to-end machine learning project focused on solving one of the many environmental sustainability challenges facing the world today.

Machine Learning 100

Machine Learning Forecasting Data-driven Manufacturing 100

Rita Sallam

APRIL 2, 2023

Are there mitigation strategies that show reasons for optimism? The first featured analytics and BI platform Gartner Magic Quadrant leaders while the other showcased high interest data science and machine learning platforms. We did two Bake-Offs this year. In 2000, the Netherlands had 8.5

Optimization 52

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CIO Business Intelligence

APRIL 30, 2024

AI, including Generative AI (GenAI), has emerged as a transformative technology, revolutionizing how machines learn, create, and adapt. Bandwidth optimization. This optimization improves efficiency and reduces costs. Learn more about this here. billion in 2027 with a compound annual growth rate (CAGR) of 86.1%

Forecasting 97

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CIO Business Intelligence

DECEMBER 6, 2023

Its digital transformation began with an application modernization phase, in which Dickson and her IT teams determined which applications should be hosted in the public cloud and which should remain on a private cloud. Energy optimization is another key aspect of DS Smith’s data and sustainability pipeline, the CIO says. As for No.

Manufacturing 84

Manufacturing Data Lake Digital Transformation Machine Learning 84

AWS Big Data

MARCH 13, 2024

For building any generative AI application, enriching the large language models (LLMs) with new data is imperative. RAG is a machine learning (ML) architecture that uses external documents (like Wikipedia) to augment its knowledge and achieve state-of-the-art results on knowledge-intensive tasks. Outputs[?

Data Processing 114

Data Processing Dashboards Machine Learning Management 114

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 123

Enterprise IT Data Processing Strategy 123

CIO Business Intelligence

MAY 28, 2022

Eight years ago, McGlennon hosted an off-site think tank with his staff and came up with a “technology manifesto document” that defined in those early days the importance of exploiting cloud-based services, becoming more agile, and instituting cultural changes to drive the company’s digital transformation.

Insurance 139

Insurance Machine Learning Digital Transformation Cost-Benefit 139

Rita Sallam

JUNE 2, 2023

Are there mitigation strategies that show reasons for optimism? The first featured analytics and BI platform Gartner Magic Quadrant leaders while the other showcased high interest data science and machine learning platforms. We did two Bake-Offs at the Gartner Data and Analytics Summit in London last week.

Optimization 52

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Cloudera

OCTOBER 31, 2023

Our vision is built on two pillars: Build AI with Cloudera, powered by generative AI on AWS: Enable customers to build AI applications rapidly and cost-effectively by building capabilities and integrations between Cloudera Machine Learning and generative AI on AWS.

Machine Learning 102

Machine Learning Cost-Benefit Modeling Interactive 102

O'Reilly on Data

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools.

Management 327

Management Machine Learning Experimentation Metrics 327

IBM Big Data Hub

OCTOBER 20, 2023

Artificial intelligence platforms enable individuals to create, evaluate, implement and update machine learning (ML) and deep learning models in a more scalable way. This unified experience optimizes the process of developing and deploying ML models by streamlining workflows for increased efficiency.

Machine Learning 74

Machine Learning Manufacturing Cost-Benefit Deep Learning 74

DataRobot Blog

MARCH 28, 2022

DataRobot provides a Machine Learning platform that allows data scientists and citizen data scientists to quickly and efficiently prepare, build and evaluate many competing models in order to identify the optimal algorithm to solve the use case. Learn more. Learn More. AI Partners.

Cost-Benefit 52

Cost-Benefit Machine Learning Data Processing Optimization 52

IBM Big Data Hub

NOVEMBER 13, 2023

Kubernetes can also run on bare metal servers and virtual machines (VMs) in private cloud, hybrid cloud and edge settings, provided the host OS is a version of Linux or Windows. Overall, Kubernetes provides the flexibility, portability and scalability needed to train, test, schedule and deploy ML and generative AI models.

Machine Learning 112

Machine Learning Data-driven Software Testing 112

IBM Big Data Hub

DECEMBER 5, 2023

With the rise of highly personalized online shopping, direct-to-consumer models, and delivery services, generative AI can help retailers further unlock a host of benefits that can improve customer care, talent transformation and the performance of their applications.

Unstructured Data 92

Unstructured Data Cost-Benefit Experimentation Machine Learning 92

datapine

DECEMBER 11, 2019

SaaS is a software distribution model that offers a lot of agility and cost-effectiveness for companies, which is why it’s such a reliable option for numerous business models and industries. AI optimizes business processes, increasing productivity and efficiency while automating repetitive tasks and supporting human capabilities.

Software 314

Software Cost-Benefit Data Processing Data-driven 314

AWS Big Data

NOVEMBER 21, 2023

Amazon Bedrock and foundation models like Anthropic Claude are poised to enable a new wave of AI adoption by powering more natural conversational experiences. However, a key challenge that has emerged is tailoring these general purpose models to generate valuable and accurate responses based on extensive, domain-specific datasets.

Modeling 70

Modeling Big Data Data-driven Data Processing 70

IBM Big Data Hub

DECEMBER 11, 2023

The rise of hybrid cloud Before delving into the advantages of hybrid cloud , let’s examine how the hybrid cloud computing model became the essential IT infrastructure model for protecting critical data and running workloads. A private cloud setup is usually hosted in an organization’s on-premises data center.

Cost-Benefit 106

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Cloudera

DECEMBER 13, 2022

The attack targeted a host of public and private sector organizations (18,000 customers) including NASA, the Justice Department, and Homeland Security, and it is believed the attackers persisted on SolarWinds systems for 14 months prior to discovery. The benefits and challenges of ML operations. The world is awash in data.

Machine Learning 78

Machine Learning Experimentation Data Lake Data Processing 78

CIO Business Intelligence

MAY 27, 2022

Eight years ago, McGlennon hosted an off-site think tank with his staff and came up with a “technology manifesto document” that defined in those early days the importance of exploiting cloud-based services, becoming more agile, and instituting cultural changes to drive the company’s digital transformation.

Insurance 94

Insurance Machine Learning Digital Transformation Cost-Benefit 94

IBM Big Data Hub

DECEMBER 20, 2023

AWS, Google Cloud Services, IBM Cloud, Microsoft Azure) makes computing resources—like ready-to-use software applications, virtual machines (VMs) , enterprise-grade infrastructures and development platforms—available to users over the public internet. Does your company need services to accelerate cloud migration ?

Strategy 98

Strategy Cost-Benefit Digital Transformation Optimization 98

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.

Machine Learning 65

Machine Learning Data Warehouse Modeling Cost-Benefit 65

CIO Business Intelligence

JULY 17, 2023

The Infrastructure-as-a-Service (IaaS) cloud computing model enables remote working, supports digital transformation, provides scale, increases resilience, and can reduce costs. Unless the model is understood and followed, it could lead to data, applications, and cloud workloads being exposed to security vulnerabilities.

Management 96

Management Data Processing Risk Digital Transformation 96

IBM Big Data Hub

DECEMBER 20, 2023

Whether it’s deeper data analysis, optimization of business processes or improved customer experiences , having a well-defined purpose and plan will ensure that the adoption of AI aligns with the broader business goals. Algorithms: Algorithms are the rules or instructions that enable machines to learn, analyze data and make decisions.

Strategy 74

Strategy Business Objectives Cost-Benefit Consulting 74

IBM Big Data Hub

JUNE 15, 2023

The data lakehouse architecture combines the flexibility, scalability and cost advantages of data lakes with the performance, functionality and usability of data warehouses to deliver optimal price-performance for a variety of data, analytics and AI workloads. This provides further opportunities for cost optimization.

Data Warehouse 90

Data Warehouse Data Lake Optimization Data-driven 90

Cloudera

JUNE 26, 2023

For data engineering and data science teams, CDSW is highly effective as a comprehensive platform that trains, develops, and deploys machine learning models. It can provide a complete solution for data exploration, data analysis, data visualization, viz applications, and model deployment at scale.

Testing 76

Testing Data Processing Visualization Data Science 76

IBM Big Data Hub

FEBRUARY 7, 2024

Circular economy: When waste is a resource Waste not, want not: the circular economy model, which aims to minimize unnecessary waste and make the most of resources, is booming. 2 For example, some are turning to software solutions that can more easily capture, manage and report ESG data. trillion in economic benefits by 2030.

Reporting 93

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IBM Big Data Hub

JANUARY 30, 2024

Increasingly, enterprise organizations are adopting a multicloud approach—the use of cloud services from more than one cloud vendor—to optimize performance, control costs and prevent vendor lock-in. Webex or Slack) hosted over the public internet. to total $678.8 billion in 2024, up from $563.6 billion in 2023.

Strategy 95

Strategy Cost-Benefit Risk Optimization 95

IBM Big Data Hub

FEBRUARY 6, 2024

Today, these three cloud architecture models are not mutually exclusive; instead, they work in concert to create a hybrid multicloud—an IT infrastructure model that uses a mix of computing environments (e.g., on-premises, private cloud, public cloud, edge) with public cloud services from more than one provider. in 2022.

Cost-Benefit 103

Cost-Benefit Digital Transformation Software Modeling 103

DataRobot Blog

FEBRUARY 11, 2022

This second part will dive deeper into DataRobot’s Machine Learning Operations capability, and its transformative effect on the machine learning lifecycle. DataRobot’s MLOps product offers a host of features designed to transform organizations’ user experience, firstly, through its model-monitoring agents.

Machine Learning 52

Machine Learning Cost-Benefit ROI Data Processing 52

AWS Big Data

NOVEMBER 8, 2023

Join us as we delve into the world of real-time streaming data at re:Invent 2023 and discover how you can use real-time streaming data to build new use cases, optimize existing projects and processes, and reimagine what’s possible. High-quality data is not just about accuracy; it’s also about timeliness. Reserve your seat now!

Data-driven 91

Data-driven Data Lake Machine Learning Cost-Benefit 91

IBM Big Data Hub

NOVEMBER 14, 2023

Internal data monetization initiatives measure improvement in process design, task guidance and optimization of data used in the organization’s product or service offerings. IBM watsonx.data offers connectivity flexibility and hosting of data product lakehouses built on Red Hat OpenShift for an open hybrid cloud deployment.

Strategy 108

Strategy Cost-Benefit Data-driven Measurement 108

AWS Big Data

MAY 30, 2024

In addition, the business started moving customers onto a new commercial model, and therefore new projects would need to provision a new cluster, which meant that they needed improved performance, scalability, and availability. This model caused operational maintenance overhead and wasn’t easily expandable.

Data Warehouse 85

Data Warehouse Data Lake Cost-Benefit Structured Data 85

Decision Management Solutions

AUGUST 20, 2021

Charlotte Dekeyrel will be presenting “How Decision Modeling Reduces Complexity in Regulated Industries.” Ryan Trollip will be co-hosting a session with Jan Purchase called “Expand the Pie with DMN Conformance Clarity.” This year, three of us from Decision Management Solutions will be at DecisionCAMP. We hope you can join us!

Management 52

Management Data Processing Machine Learning Optimization 52

CIO Business Intelligence

JULY 12, 2022

They must also deliver the speed and low-latency great customer experiences require in an era marked by dramatic innovations in edge computing, artificial intelligence, machine learning, the Internet of Things, unified communications, and other singular computing trends now synonymous with business success.

Enterprise 93

Enterprise Internet of Things Data Processing Insurance 93