CIO

MARCH 1, 2023

By Chet Kapoor, Chairman & CEO of DataStax Every business needs an artificial intelligence strategy, and the market has been validating this for years. AI cannot work with the wrong data, at the wrong time, delivered by the wrong infrastructure. So, how do leading enterprises use AI to drive business outcomes?

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Artificial Inteligence Artificial Intelligence ChatGPT Open Source 246

CIO

JANUARY 24, 2024

Generative AI and large language models (LLMs) like ChatGPT are only one aspect of AI. Downsides: Not generative; model behavior can be a black box; results can be challenging to explain. Fortunately, most organizations can build on publicly available proprietary or open-source models.

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Artificial Inteligence Generative AI ChatGPT Machine Learning 281

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. You can find full results from the survey in the free report “Evolving Data Infrastructure”.). Deep Learning. Data Platforms.

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Artificial Inteligence Artificial Intelligence Machine Learning Enterprise 111

CIO

JUNE 22, 2023

Amazon Web Services (AWS) on Thursday said that it was investing $100 million to start a new program, dubbed the Generative AI Innovation Center, in an effort to help enterprises accelerate the development of generative AI- based applications. Enterprises will also get added support from the AWS Partner Network.

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Generative AI Artificial Inteligence AWS Innovation 260

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

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Artificial Inteligence Generative AI Machine Learning Analytics 286

CIO

SEPTEMBER 21, 2023

Generative AI touches every aspect of the enterprise, and every aspect of society,” says Bret Greenstein, partner and leader of the gen AI go-to-market strategy at PricewaterhouseCoopers. Gen AI is that amplification and the world’s reaction to it is like enterprises and society reacting to the introduction of a foreign body. “We

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Artificial Inteligence Enterprise Trends ChatGPT 325

CIO

APRIL 9, 2024

Previously head of cybersecurity at Ingersoll-Rand, Melby started developing neural networks and machine learning models more than a decade ago. I was literally just waiting for commercial availability [of LLMs] but [services] like Azure Machine Learning made it so you could easily apply it to your data. “He

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Generative AI Artificial Inteligence Azure Machine Learning 263

CIO

DECEMBER 19, 2023

This year’s technology darling and other machine learning investments have already impacted digital transformation strategies in 2023 , and boards will expect CIOs to update their AI transformation strategies frequently. First, enterprises have long struggled to improve customer, employee, and other search experiences.

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Artificial Inteligence Generative AI Technical Review Software Review 357

TechCrunch

APRIL 19, 2023

For many, ChatGPT and the generative AI hype train signals the arrival of artificial intelligence into the mainstream. According to Gartner, unstructured data constitutes as much as 90% of new data generated in the enterprise, and is growing three times faster than the structured equivalent. That Qdrant has now raised $7.5

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Artificial Inteligence Open Source Development Data 246

CIO

NOVEMBER 7, 2022

CIOs seeking big wins in high business-impacting areas where there’s significant room to improve performance should review their data science, machine learning (ML), and AI projects. CIOs and CDOs should lead ModelOps and oversee the lifecycle Leaders can review and address issues if the data science teams struggle to develop models.

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Artificial Inteligence Artificial Intelligence Machine Learning Technical Review 321

Cloudera

MARCH 26, 2024

The ongoing progress in Artificial Intelligence is constantly expanding the realms of possibility, revolutionizing industries and societies on a global scale. The release of LLMs surged by 136% in 2023 compared to 2022, and this upward trend is projected to continue in 2024. What about security, privacy, and trust concerns?

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Artificial Inteligence Artificial Intelligence Machine Learning Architecture 84

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.

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Machine Learning Artificial Inteligence Company Case Study 159

CIO

DECEMBER 21, 2023

This is not only about managing the burgeoning volume of data as organizations deepen their cloud service usage; it’s about the agility to dynamically adjust the cloud security infrastructure in response to the fluctuating landscape of threats and user behavior. unique users and 49.75 million devices connecting through the platform.

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Artificial Inteligence Generative AI Artificial Intelligence Scalability 264

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 255

Innovation Artificial Inteligence Data Serverless 255

CIO

JANUARY 4, 2024

Intel has set up a new company, Articul8 AI, to sell enterprise generative AI software it developed. The system is already being used by enterprises including Scripps, Uptycs and Invest India. Enterprises will be able to deploy the Articul8 platform on premises, in the cloud, or in a hybrid deployment.

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Enterprise Company Generative AI Telecommunications 306

TechCrunch

MARCH 30, 2023

Called Fixie , the firm, founded by former engineering heads at Apple and Google, aims to connect text-generating models similar to OpenAI’s ChatGPT to an enterprise’s data, systems and workflows. “The core of Fixie is its LLM-powered agents that can be built by anyone and run anywhere.”

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Artificial Inteligence ChatGPT Company Generative AI 255

Altexsoft

JULY 23, 2020

When speaking of machine learning, we typically discuss data preparation or model building. In other words, they dedicate a quarter of their efforts to infrastructure — instead of doing what they can do best. More time for development of new models. Machine learning involves a lot of experimenting.

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Artificial Inteligence Machine Learning DevOps Tools 145

CIO

NOVEMBER 22, 2022

Every enterprise needs a data strategy that clearly defines the technologies, processes, people, and rules needed to safely and securely manage its information assets and practices. Guan believes that having the ability to harness data is non-negotiable in today’s business environment.

Trends 363

Trends Strategy Enterprise Artificial Inteligence 363

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.

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Artificial Inteligence Machine Learning Engineering Data Engineering 105

O'Reilly Media - Data

JUNE 5, 2018

Why model development does not equal software development. Artificial intelligence is still in its infancy. Today, just 15% of enterprises are using machine learning, but double that number already have it on their roadmaps for the upcoming year.

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Artificial Inteligence Machine Learning Software Review Weak Development Team 166

d2iq

JANUARY 18, 2022

In this post , we’ll discuss how D2iQ Kaptain on Amazon Web Services (AWS) directly addresses the challenges of moving machine learning workloads into production, the steep learning curve for Kubernetes, and the particular difficulties Kubeflow can introduce.

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Artificial Inteligence Machine Learning AWS Weak Development Team 72

TechCrunch

JUNE 14, 2021

It lets you take advantage of the data science platform without going through a complicated setup process that involves a system administrator and your own infrastructure. The company has been mostly focused on big enterprise clients. There are two ways to use Dataiku. You can also run it on a cloud instance.

Enterprise 334

Enterprise Company Artificial Inteligence Machine Learning 334

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.

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Artificial Inteligence Generative AI Security Applications 115

TechCrunch

NOVEMBER 18, 2021

But with time, enterprises overcame their skepticism and moved critical applications to the cloud. Today, enterprises are in a similar phase of trying out and accepting machine learning (ML) in their production environments, and one of the accelerating factors behind this change is MLOps.

Enterprise 344

Enterprise Artificial Inteligence Data Engineering Data Center 344

Tenable

FEBRUARY 8, 2021

Faced with an expanding attack surface and limited resources, security teams can apply machine learning to prioritize business risks and help predict what attackers will do next. Machine learning helps security teams work smarter. Containers, multi-cloud and connected devices are common in many IT infrastructures. .

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Artificial Inteligence Machine Learning Technical Review Systems Review 98

Cloudera

APRIL 9, 2021

Specifically, we’ll focus on training Machine Learning (ML) models to forecast ECC part production demand across all of its factories. Predictive Analytics – AI & machine learning. This integration is key in assuring that models evolve with the data – to avoid, for example, model drift.

Machine Learning 98

Machine Learning Artificial Inteligence Data Data Engineering 98

Cloudera

NOVEMBER 19, 2021

We are excited by the endless possibilities of machine learning (ML). We recognise that experimentation is an important component of any enterprise machine learning practice. Organizations need to usher their ML models out of the lab (i.e., The Critical Role COPML Plays in Your Production ML Success.

Machine Learning 122

Machine Learning Artificial Inteligence eBook Sustainability 122

CIO

NOVEMBER 7, 2023

These global events have also underscored the crucial significance of safeguarding our critical infrastructure against domestic or foreign attacks. It’s easy to envision the outcomes that could arise from a major assault on our vital infrastructure.

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Infrastructure Backup Systems Review Artificial Inteligence 328

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 123

Machine Learning Artificial Inteligence How To Case Study 123

d2iq

FEBRUARY 19, 2021

Except in many enterprises. Going from a prototype to production is perilous when it comes to machine learning: most initiatives fail , and for the few models that are ever deployed, it takes many months to do so. As little as 5% of the code of production machine learning systems is the model itself.

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Artificial Inteligence Machine Learning Technical Review Software Review 103

CIO

APRIL 25, 2023

A natural language processing (NLP) interpretation layer underpins all conversational AI, as you must first understand a request before responding. Enterprise applications of conversational AI today leverage responses from either a set of curated answers or results generated from searching a named information resource.

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Generative AI ChatGPT Artificial Inteligence Artificial Intelligence 290

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 107

Machine Learning Artificial Inteligence Scalability Data Engineering 107

TechCrunch

JULY 12, 2022

Machine learning can provide companies with a competitive advantage by using the data they’re collecting — for example, purchasing patterns — to generate predictions that power revenue-generating products (e.g. “Typical use cases for Tecton are machine learning applications that benefit from real-time inference.

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Artificial Inteligence Machine Learning Marketing Data Engineering 249

TechCrunch

OCTOBER 19, 2021

Mage , developing an artificial intelligence tool for product developers to build and integrate AI into apps, brought in $6.3 We worked with hundreds of developers who had great machine learning tools and internal systems to launch models, but there were not many who knew how to use the tools,” Dang told TechCrunch.

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Artificial Inteligence Machine Learning Tools Technical Review 248

CIO

AUGUST 24, 2023

Every business today needs an enterprise-ready stack to deliver on the magic that is possible with AI. Enterprises are racing to provide this human level of interaction with their customers. On the other hand, leading companies will use an enterprise-ready stack that is secure, scalable, and real time, with a low TCO.

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Generative AI Artificial Inteligence Open Source Scalability 246

Cloudera

OCTOBER 25, 2021

As the Cloudera Data Platform (CDP) gains popularity and more and more customers make it a critical piece of their infrastructure, we set out to create the best data platform in the enterprise. Get started with Cloudera Machine Learning in CDP Now, you can start here. At Cloudera, we practice what we preach.

Machine Learning 83

Machine Learning Artificial Inteligence Systems Review Engineering 83

CIO

DECEMBER 11, 2023

Both healthcare payers and providers remain cautious about how to use this latest version of artificial intelligence, and rightfully so. With generative AI-based analytics and large language models, healthcare professionals will have a greater capacity to make tailored recommendations for preventative screenings and services.

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Generative AI Artificial Inteligence Healthcare Artificial Intelligence 189