O'Reilly Media - Data

APRIL 3, 2018

The growing role of data and machine learning cuts across domains and industries. Companies continue to use data to improve decision-making (business intelligence and analytics) and for automation (machine learning and AI). Data Science and Machine Learning sessions will cover tools, techniques, and case studies.

Machine Learning 154

Machine Learning Artificial Inteligence Company Case Study 154

CIO

APRIL 26, 2024

Count TransUnion among the rising tide of enterprises evolving their identities thanks to IT. “We The platform approach to AI TransUnion has been developing, deploying, and continuously modifying machine learning models for some time. But following its $3.1

Artificial Inteligence 282

Artificial Inteligence Generative AI Machine Learning Analytics 282

CIO

MAY 10, 2024

The two deals strengthen the API management capabilities of Boomi’s platform, furthering its mission of simplifying enterprise software and facilitating intelligent automation and integration. Although MuleSoft offers more advanced customization capabilities Boomi scores by offering a cloud-native architecture and unified capabilities.

Conference 263

Conference Machine Learning Artificial Inteligence Programming 263

CIO

NOVEMBER 8, 2023

As such, Kay’s biggest challenge in setting the stage for her digital ambitions — and one that has involved the entire C-suite — has been unifying the IT operations of Principal Financial’s individual businesses units in order to develop an enterprise-wide data foundation and cloud architecture on which to build its next-generation services.

Technical Review 309

Technical Review Software Review Generative AI Machine Learning 309

Altexsoft

JUNE 29, 2021

In a world fueled by disruptive technologies, no wonder businesses heavily rely on machine learning. Google, in turn, uses the Google Neural Machine Translation (GNMT) system, powered by ML, reducing error rates by up to 60 percent. The role of a machine learning engineer in the data science team.

Artificial Inteligence 105

Artificial Inteligence Machine Learning Engineering Data Engineering 105

CIO

MAY 8, 2024

Of late, innovative data integration tools are revolutionising how organisations approach data management, unlocking new opportunities for growth, efficiency, and strategic decision-making by leveraging technical advancements in Artificial Intelligence, Machine Learning, and Natural Language Processing.

Innovation 246

Innovation Artificial Inteligence Data Serverless 246

O'Reilly Media - Data

AUGUST 30, 2018

The O’Reilly Data Show Podcast: Eric Jonas on Pywren, scientific computation, and machine learning. Jonas and his collaborators are working on a related project, NumPyWren, a system for linear algebra built on a serverless architecture. Jonas is also affiliated with UC Berkeley’s RISE Lab.

Machine Learning 104

Machine Learning Artificial Inteligence Tools Serverless 104

O'Reilly Media - Data

JULY 23, 2018

Interest in machine learning (ML) has been growing steadily , and many companies and organizations are aware of the potential impact these tools and technologies can have on their underlying operations and processes. Machine Learning in the enterprise". Managing data science in the enterprise.

Machine Learning 120

Machine Learning Artificial Inteligence How To Case Study 120

CIO

APRIL 24, 2023

Generative AI (Artificial Intelligence) and its underlying foundation models represent a paradigm shift in innovation, significantly impacting enterprises exploring AI applications. Still, the reality is that these new architectures are built on approaches that have evolved over the past few decades.

Generative AI 130

Generative AI Artificial Inteligence Enterprise Software Review 130

CIO

OCTOBER 4, 2023

No obviously AI-related IT certifications made it onto Foote Partners’ list of highest payers, although the two-year-old IBM Certified Specialist — AI Enterprise Workflow V1 may make it to the top one day. AI skills more valuable than certifications There were a couple of stand-outs among those.

Security 338

Security Artificial Inteligence Generative AI Blockchain 338

CIO

APRIL 12, 2023

After walking his executive team through the data hops, flows, integrations, and processing across different ingestion software, databases, and analytical platforms, they were shocked by the complexity of their current data architecture and technology stack. It isn’t easy.

Artificial Inteligence 363

Artificial Inteligence Artificial Intelligence Machine Learning Agile 363

CIO

OCTOBER 13, 2023

The data architect is responsible for visualizing and designing an organization’s enterprise data management framework. Data architecture is a complex and varied field and different organizations and industries have unique needs when it comes to their data architects.

Data 330

Data Database Administration Data Engineering Artificial Inteligence 330

CIO

SEPTEMBER 26, 2023

Earlier this month, the company said it expects cloud revenue to grow 29% to 31% in the second quarter of 2024, driven by high demand for AI and generative A I workloads from enterprises. Cloud Architecture, Cloud Computing, Generative AI

Cloud 361

Cloud Strategy Generative AI Data Center 361

CIO

MAY 10, 2023

focuses on driving mobility and tapping on the then-nascent Internet of Things, the subsequent phase prominently features technology such as artificial intelligence and machine learning and ways to extend their use across every aspect of the business. Whereas digital transformation in its earliest iteration—digital transformation 1.0—focuses

Enterprise 130

Enterprise Artificial Inteligence Healthcare Pharmaceuticals 130

CIO

OCTOBER 13, 2023

As this technology becomes more popular, it’s increased the demand for relevant roles to help design, develop, implement, and maintain gen AI technology in the enterprise. This role is responsible for training, developing, deploying, scheduling, monitoring, and improving scalable machine learning solutions in the enterprise.

Generative AI 359

Generative AI Company Machine Learning Artificial Inteligence 359

CIO

JANUARY 24, 2024

Deep learning AI: A rising workhorse Deep learning AI uses the same neural network architecture as generative AI, but can’t understand context, write poems or create drawings. Don’t use generative AI for a problem that classical machine learning has already solved. Learn more. [1]

Artificial Inteligence 271

Artificial Inteligence Generative AI ChatGPT Machine Learning 271

CIO

MARCH 6, 2024

Marrying machine learning with crowdsourced telemetry and passive identification technology enables organizations to rapidly assess and score risk for everything and everyone that you can now see. In fact, Enterprise Strategy Group found that an industrial OT security solution can provide 351% ROI over a five-year period.

IoT 315

IoT Machine Learning Artificial Inteligence Policies 315

AWS Machine Learning - AI

DECEMBER 5, 2023

New and powerful large language models (LLMs) are changing businesses rapidly, improving efficiency and effectiveness for a variety of enterprise use cases. AWS is especially well suited to provide enterprises the tools necessary for deploying LLMs at scale to enable critical decision-making.

Artificial Inteligence 89

Artificial Inteligence Enterprise Generative AI Data 89

Confluent

FEBRUARY 6, 2019

Building a scalable, reliable and performant machine learning (ML) infrastructure is not easy. It takes much more effort than just building an analytic model with Python and your favorite machine learning framework. Therefore, the majority of machine learning/deep learning frameworks focus on Python APIs.

Machine Learning 106

Machine Learning Artificial Inteligence Scalability Data Engineering 106

Dataiku

FEBRUARY 19, 2020

The goal of this survey was to uncover trends in data architecture in the enterprise, specifically in the context of operationalizing machine learning models. In late 2019, Dataiku enlisted Gerson Lehrman Group (GLG) to administer an anonymous survey to 200 IT professionals across a range of industries.

Architecture 59

Architecture Trends Enterprise Data 59

TechCrunch

MAY 25, 2022

began demoing an accelerator chipset that combines “traditional compute IP” from Arm with a custom machine learning accelerator and dedicated vision accelerator, linked via a proprietary interconnect, To lay the groundwork for future growth, Sima.ai by the gap he saw in the machine learning market for edge devices. .

Artificial Inteligence 238

Artificial Inteligence Machine Learning Hardware Architecture 238

Data Virtualization

APRIL 7, 2021

The post Unifying Enterprise AI and Hybrid, Multicloud Architecture, Using Data Virtualization appeared first on Data Virtualization blog. After over a year of the COVID-19 pandemic, perhaps we can now finally see the light at the end of the tunnel, though it may still seem a bit far off.

Virtualization 69

Virtualization Architecture Enterprise Data 69

Perficient

JULY 5, 2023

In my last CMSWire Article, the Heart of Composable , I discussed how to think of composable as an enterprise architecture and think through the data flows of your components to see what’s at the heart of your DXP solution. In my CMSWire article , I make the case for their importance to your DXP solution.

Architecture 52

Architecture Machine Learning Artificial Inteligence Cloud 52

CIO

NOVEMBER 22, 2022

Are they successfully untangling their “spaghetti architectures”? Untangling Their ‘Spaghetti Architectures’ Retailers have long used back-end technologies to run specific aspects of their business. To compete in the future, retailers will have to create architectures that rethink the entire flow of data through their systems.

Retail 362

Retail Minimum Viable Product Architecture Machine Learning 362

Cloudera

MARCH 26, 2024

But for many enterprises, the biggest hurdle is getting started. Cloudera: Your Trusted Partner in AI With over 25 Exabytes of Data Under Management and hundreds of customers leveraging our platform for Machine Learning, Cloudera has a long and successful history as an industry leader. How much is all this really going to cost?

Artificial Inteligence 84

Artificial Inteligence Artificial Intelligence Machine Learning Architecture 84

CIO

JULY 26, 2023

We made a commitment to be truly cloud native and build an architecture that wasn’t burdened by any legacy infrastructure,” says Cox. And the crew is using AWS SageMaker machine learning (ML) to give its agents the best local leads and prospective buyers.

Real Estate 246

Real Estate Data Generative AI Machine Learning 246

Cloudera

JUNE 27, 2023

The way to achieve this balance is by moving to a modern data architecture (MDA) that makes it easier to manage, integrate, and govern large volumes of distributed data. There are savings to be made in modernizing the data stack itself, in addition to applying data across the enterprise.

Architecture 63

Architecture Data Government Machine Learning 63

CIO

NOVEMBER 17, 2023

And it is the chain’s hefty multicloud architecture, anchored by Aviatrix’s cloud networking and Equinix’s interconnection technology, that enables Turner to bring the hotel empire much closer to its key customers — business and leisure guests, as well as hotel owners.

Hotels 330

Hotels Generative AI Architecture Travel 330

CIO

APRIL 11, 2023

A modern bank must have an agile, open, and intelligent systems architecture to deliver the digital services today’s consumers want. These organizations have two choices: They can modernize their architecture and develop the technology they need in-house or collaborate with fintechs to do it for them.

Innovation 339

Innovation Cloud Fintech Azure 339

CIO

FEBRUARY 14, 2023

To succeed with real-time AI, data ecosystems need to excel at handling fast-moving streams of events, operational data, and machine learning models to leverage insights and automate decision-making. It’s also used to deploy machine learning models, data streaming platforms, and databases. That’s not to say it’ll be easy.

Artificial Inteligence 287

Artificial Inteligence Strategy Data Machine Learning 287

CIO

AUGUST 7, 2023

Gen AI archetypes: Takers, shapers, and makers One key question CIOs face in determining the best strategic fit for gen AI in their enterprise is whether to rent, buy, or build gen AI capabilities for their various use cases. The focus should be on connecting gen AI models to internal systems, enterprise applications, and tools.

Generative AI 246

Generative AI Off-The-Shelf Architecture Infrastructure 246

Cloudera

MAY 30, 2024

Its expertise spans cloud enablement, modern application development, BigData and ML, Cloud Journey, DevOps, Microservices, platform, and architecture changes for financial services firms. What are some of the reasons that TAI Solutions’ customers choose Cloudera?

Analytics 81

Analytics Data Compliance Banking 81

Apiumhub

MARCH 23, 2021

The concept of Data lake architecture has recently become a hot topic. Data lakes really became the cornerstones of modern big data architecture. IT is more suitable for innovative enterprises and enterprises with rapid business changes and growth. Data Lake Architecture benefits. Data Lake Architecture benefits.

Architecture 52

Architecture Artificial Inteligence Data Machine Learning 52

CIO

MARCH 13, 2023

It is clear that artificial intelligence, machine learning, and automation have been growing exponentially in use—across almost everything from smart consumer devices to robotics to cybersecurity to semiconductors. In 2023, there is no doubt that artificial intelligence and automation will permeate every aspect of our lives.

Artificial Inteligence 362

Artificial Inteligence Technical Review Artificial Intelligence ChatGPT 362

CIO

JUNE 28, 2023

Amazon Web Services (AWS) on Tuesday unveiled a new no-code offering, dubbed AppFabric, designed to simplify SaaS integration for enterprises by increasing application observability and reducing operational costs associated with building point-to-point solutions. Availability across other cloud regions is expected to follow soon.

Generative AI 340

Generative AI AWS Artificial Inteligence Windows 340

Exadel

DECEMBER 18, 2020

Many real-life Machine Learning (ML) use cases imply multi-tenant architecture and require training a model for every user. A common way to deploy Machine Learning models is to write a Flask service with a /predict endpoint and wrap it into a Docker container. Enterprise-level security, scalability, MLOps etc.

Machine Learning 52

Machine Learning Artificial Inteligence Storage Training 52

Altexsoft

AUGUST 29, 2023

This article explains what a data lake is, its architecture, and diverse use cases. Instead of relying on traditional hierarchical structures and predefined schemas, as in the case of data warehouses, a data lake utilizes a flat architecture. This structure is made efficient by data engineering practices that include object storage.

Architecture 52

Architecture Data Storage Machine Learning 52