CIO

APRIL 26, 2024

Once completed within two years, the platform, OneTru, will give TransUnion and its customers access to TransUnion’s behemoth trove of consumer data to fuel next-generation analytical services, machine learning models and generative AI applications, says Achanta, who is driving the effort, and held similar posts at Neustar and Walmart.

Artificial Inteligence 286

Artificial Inteligence Generative AI Machine Learning Analytics 286

CIO

DECEMBER 12, 2023

In most IT landscapes today, diverse storage and technology infrastructures hinder the efficient conversion and use of data and applications across varied standards and locations. Multicloud architectures help organizations get access to the right tools, manage their cost profiles, and quickly respond to changing needs.

Storage 245

Storage Generative AI Agile Healthcare 245

CIO

AUGUST 9, 2023

In generative AI, data is the fuel, storage is the fuel tank and compute is the engine. Organizations need massive amounts of data to build and train generative AI models. In turn, these models will also generate reams of data that elevate organizational insights and productivity.

Generative AI 246

Generative AI Storage Scalability Artificial Intelligence 246

CIO

NOVEMBER 1, 2023

SAP doesn’t want to build those tools from scratch itself: “We definitely want to leverage what’s already out there,” Sun said, noting there are already many large language models (LLMs) it can build on, adding its own prompting, fine tuning, and data embedding to get those models to business customers quickly.

Artificial Inteligence 331

Artificial Inteligence Enterprise Tools Generative AI 331

O'Reilly Media - Ideas

FEBRUARY 4, 2019

In a recent survey , we explored how companies were adjusting to the growing importance of machine learning and analytics, while also preparing for the explosion in the number of data sources. As interest in machine learning (ML) and AI grow, organizations are realizing that model building is but one aspect they need to plan for.

Artificial Inteligence 111

Artificial Inteligence Artificial Intelligence Machine Learning Enterprise 111

AWS Machine Learning - AI

JANUARY 26, 2024

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses. We then discuss how building on a secure foundation is essential for generative AI.

Artificial Inteligence 118

Artificial Inteligence Generative AI Security Applications 118

Mentormate

MAY 31, 2023

In this article, we will discuss how MentorMate and our partner eLumen leveraged natural language processing (NLP) and machine learning (ML) for data-driven decision-making to tame the curriculum beast in higher education. The primary data sources used in eLumen Insights are on the left-hand side of the architecture.

Artificial Inteligence 98

Artificial Inteligence Machine Learning Education Analytics 98

AWS Machine Learning - AI

MAY 30, 2024

In this blog, we walkthrough the architectural components, evaluation criteria for the components selected by Vitech and the process flow of user interaction within VitechIQ. Hosting large language models Vitech explored the option of hosting Large Language Models (LLMs) models using Amazon Sagemaker.

Artificial Inteligence 92

Artificial Inteligence Technical Review Development Team Review Software Review 92

CableLabs

JUNE 18, 2019

Machine Learning (ML) and Artificial Intelligence (AI) can assist wireless operators to overcome these challenges by analyzing the geographic information, engineering parameters and historic data to: Forecast the peak traffic, resource utilization and application types. ML/AI-as-a-service offering for end users.

Artificial Inteligence 84

Artificial Inteligence Artificial Intelligence Machine Learning Wireless 84

AWS Machine Learning - AI

MAY 2, 2024

Amazon Personalize makes it straightforward to personalize your website, app, emails, and more, using the same machine learning (ML) technology used by Amazon, without requiring ML expertise. Highly automated operations – Our new recipes are designed to reduce your overhead for training and tuning the model.

Artificial Inteligence 87

Artificial Inteligence Machine Learning AWS Software Engineering 87

CIO

FEBRUARY 27, 2024

As businesses look to leverage artificial intelligence a lot more, they are and will relook at the workloads and place them on the right infrastructure, be it in the public cloud or the edge or bringing them back to their own private cloud or servers in-house,” Srinivasan says. “Any

Strategy 361

Strategy Cloud Artificial Inteligence Data Center 361

AWS Machine Learning - AI

APRIL 8, 2024

Unlocking accurate and insightful answers from vast amounts of text is an exciting capability enabled by large language models (LLMs). When building LLM applications, it is often necessary to connect and query external data sources to provide relevant context to the model.

Artificial Inteligence 94

Artificial Inteligence Applications Knowledge Base AWS 94

CIO

FEBRUARY 7, 2024

Carter Busse, CIO of no-code enabled automation platform company Workato, adds that APIs are now important connective tissue to integrate and interact with large language models (LLMs) within business processes. “If And as reliance on generative AI rises, the number of APIs in use is anticipated to increase accordingly.

Technical Review 312

Technical Review Government Artificial Inteligence Software Review 312

AWS Machine Learning - AI

MAY 30, 2024

Generative artificial intelligence (AI) has unlocked fresh opportunities for these use cases. Policy evaluation – Using the extracted metadata from the video, the system conducts LLM evaluation. This allows you to take advantage of the flexibility of LLMs to evaluate video against dynamic policies.

Generative AI 107

Generative AI Policies Video AWS 107

CIO

FEBRUARY 14, 2024

As the cost of data storage has fallen, many organizations are keeping unnecessary data, or cleaning up data that’s out of date or no longer useful after a migration or reorganization. “If There’ll be a mix of large and small datasets,” he says. Managing Copilot isn’t just about permissions management,” he adds.

Artificial Inteligence 358

Artificial Inteligence Generative AI Software Review Development Team Review 358

CIO

OCTOBER 13, 2023

The data architect also “provides a standard common business vocabulary, expresses strategic requirements, outlines high-level integrated designs to meet those requirements, and aligns with enterprise strategy and related business architecture,” according to DAMA International’s Data Management Body of Knowledge.

Data 331

Data Database Administration Data Engineering Artificial Inteligence 331

CIO

JUNE 6, 2023

In this new blog series, we explore artificial intelligence and automation in technology and the key role it plays in the Broadcom portfolio. Memory and storage The vast amount of data generated by AI workloads requires high-capacity storage solutions that can handle both structured and unstructured data.

Hardware 245

Hardware Artificial Inteligence Applications Wireless 245

CIO

APRIL 1, 2024

Next craft a “to-be” blueprint of what you need to support your strategic vision, including targeted capabilities, future IT architecture, and talent required to facilitate the work. On-premises will allow you to customize your model and support it with hardware optimized to handle heavy compute and storage loads.

Generative AI 356

Generative AI Innovation Artificial Inteligence Artificial Intelligence 356

Altexsoft

MAY 27, 2020

Machine learning (ML) history can be traced back to the 1950s, when the first neural networks and ML algorithms appeared. Analysis of more than 16.000 papers on data science by MIT technologies shows the exponential growth of machine learning during the last 20 years pumped by big data and deep learning advancements.

Machine Learning 89

Machine Learning Artificial Inteligence Architecture Training 89

Dell EMC

APRIL 15, 2020

About a year ago I wrote a blog on the emergence of Artificial Intelligence in the enterprise. Since then we’ve seen a steady increase in the numbers and types of organizations starting to use AI to unlock the value in their data.

Artificial Intelligence 74

Artificial Intelligence Artificial Inteligence Architecture Enterprise 74

AWS Machine Learning - AI

NOVEMBER 27, 2023

Generative artificial intelligence ( generative AI ) models have demonstrated impressive capabilities in generating high-quality text, images, and other content. However, these models require massive amounts of clean, structured training data to reach their full potential. Access to Amazon OpenSearch as a vector database.

Artificial Inteligence 71

Artificial Inteligence Generative AI Data Knowledge Base 71

CIO

FEBRUARY 14, 2023

Investments in artificial intelligence are helping businesses to reduce costs, better serve customers, and gain competitive advantage in rapidly evolving markets. AI is the perception, synthesis, and inference of information by machines, to accomplish tasks that historically have required human intelligence.

Artificial Inteligence 290

Artificial Inteligence Strategy Data Machine Learning 290

AWS Machine Learning - AI

APRIL 3, 2024

The key advantage is the ability to understand interactions and semantics between modalities like text, images, and audio through joint modeling. Solution overview The solution provides an implementation for building a large language model (LLM) powered search engine prototype to retrieve and recommend products based on text or image queries.

Artificial Inteligence 96

Artificial Inteligence Serverless Engineering Generative AI 96

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

JUNE 28, 2023

“When you create an app bundle, AppFabric creates the required AWS Identity and Access Management (IAM) role in your AWS account, which is required to send metrics to Amazon CloudWatch and to access AWS resources such as Amazon Simple Storage Service (Amazon S3) and Amazon Kinesis Data Firehose,” AWS wrote in a blog post.

Generative AI 340

Generative AI AWS Artificial Inteligence Windows 340

TechCrunch

SEPTEMBER 27, 2021

As more enterprises migrate to cloud-based architectures, they are also taking on more applications (because they can) and, as a result of that, more complex workloads and storage needs. Machine learning and other artificial intelligence applications add even more complexity.

Artificial Inteligence 246

Artificial Inteligence Applications Cloud Artificial Intelligence 246

CIO

MARCH 26, 2024

Speaking at Mobile World Congress 2024 in Barcelona, Jason Cao, Huawei’s CEO of Digital Finance BU, acknowledged that digital financial services are “booming” and that the rise of open architecture as well as emerging technologies like generative AI will have an impact on key fields in the industry such as financial engagement and credit loans.

Banking 147

Banking Disaster Recovery Backup Strategy 147

CIO

MARCH 18, 2024

We are proceeding cautiously because the rise of LLMs [large language models] presents a new level of data security risk,” he says. “We We have been developing our own internal AI capability over the last few years using open-source models. million citizens in the Houston area.

Artificial Inteligence 334

Artificial Inteligence Banking Technical Review How To 334

CIO

NOVEMBER 16, 2022

Also, intelligent security insights across multicloud environments strengthen application security. Full-stack observability refers to real-time observability across an organisation’s technology stack – including applications, software-defined computing, storage and the network.

Artificial Inteligence 246

Artificial Inteligence Artificial Intelligence Technical Review Software Review 246

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 holds a large amount of raw data in its native form until businesses identify its use. A data lake provides centralized storage for the data of an enterprise or organization.

Architecture 52

Architecture Artificial Inteligence Data Machine Learning 52

O'Reilly Media - Data

JULY 23, 2018

Recognizing the interest in ML, the Strata Data Conference program is designed to help companies adopt ML across large sections of their existing operations. Recognizing the interest in ML, we assembled a program to help companies adopt ML across large sections of their existing operations. Machine Learning in the enterprise".

Machine Learning 118

Machine Learning Artificial Inteligence How To Case Study 118

AWS Machine Learning - AI

FEBRUARY 29, 2024

Knowledge Bases is completely serverless, so you don’t need to manage any infrastructure, and when using Knowledge Bases, you’re only charged for the models, vector databases and storage you use. RAG is a popular technique that combines the use of private data with large language models (LLMs).

Knowledge Base 108

Knowledge Base Artificial Inteligence Generative AI AWS 108

Tenable

MAY 31, 2024

If your organization is using artificial intelligence (AI), chances are that the CISO and other security leaders have been enlisted to help create guardrails for its use. Application: Prioritize secure data capture and storage at the application or tool level to mitigate risks associated with data breaches and privacy violations.

Security 66

Security Artificial Inteligence Generative AI Artificial Intelligence 66

OTS Solutions

JUNE 2, 2023

has been transforming the manufacturing sector through the integration of advanced technologies such as artificial intelligence, the Internet of Things, and big data analytics. These technologies allow mobile apps to learn and adapt to specific equipment conditions, further reducing the risk of equipment failures.

Mobile 130

Mobile Artificial Inteligence Industry IoT 130

CIO

JANUARY 31, 2024

Use more efficient processes and architectures Boris Gamazaychikov, senior manager of emissions reduction at SaaS provider Salesforce, recommends using specialized AI models to reduce the power needed to train them. “Is Is it necessary for a model that can also write a sonnet to write code for us?”

Sustainability 337

Sustainability Data Center Artificial Intelligence Artificial Inteligence 337

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

Perficient

NOVEMBER 24, 2023

Generative AI is the pinnacle of many of Microsoft’s new product announcements, including more Copilots, additional Azure features, new AI capabilities for large language models (LLMs) in Azure, and more. This year’s event featured close to 600 sessions on AI alone, which is unheard of among technology partners.

Artificial Inteligence 52

Artificial Inteligence Azure Machine Learning ChatGPT 52