CIO

APRIL 10, 2024

Inferencing has emerged as among the most exciting aspects of generative AI large language models (LLMs). A quick explainer: In AI inferencing , organizations take a LLM that is pretrained to recognize relationships in large datasets and generate new content based on input, such as text or images.

Artificial Inteligence 203

Artificial Inteligence Generative AI Storage Artificial Intelligence 203

TechCrunch

OCTOBER 19, 2021

Mage , developing an artificial intelligence tool for product developers to build and integrate AI into apps, brought in $6.3 While collaborating with product developers, Dang and Wang saw that while product developers wanted to use AI, they didn’t have the right tools in which to do it without relying on data scientists.

Artificial Inteligence 248

Artificial Inteligence Machine Learning Tools Technical Review 248

CIO

NOVEMBER 27, 2024

Recent research shows that 67% of enterprises are using generative AI to create new content and data based on learned patterns; 50% are using predictive AI, which employs machine learning (ML) algorithms to forecast future events; and 45% are using deep learning, a subset of ML that powers both generative and predictive models.

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Artificial Inteligence Architecture Data Development Team Review 193

CIO

DECEMBER 10, 2024

And part of that success comes from investing in talented IT pros who have the skills necessary to work with your organizations preferred technology platforms, from the database to the cloud. Its widespread use in the enterprise makes it a steady entry on any in-demand skill list. As such, Oracle skills are perennially in-demand skill.

UI/UX 203

UI/UX Enterprise Artificial Inteligence Database Administration 203

O'Reilly Media - Data

APRIL 3, 2018

Strata Data London will introduce technologies and techniques; showcase use cases; and highlight the importance of ethics, privacy, and security. The growing role of data and machine learning cuts across domains and industries. These are battle-tested platforms used in production, some at extremely large scale.

Machine Learning 157

Machine Learning Artificial Inteligence Company Case Study 157

TechCrunch

NOVEMBER 18, 2021

DevOps fueled this shift to the cloud, as it gave decision-makers a sense of control over business-critical applications hosted outside their own data centers. Data engineers play with tools like ETL/ELT, data warehouses and data lakes, and are well versed in handling static and streaming data sets.

Enterprise 344

Enterprise Artificial Inteligence Data Engineering Data Center 344

CIO

AUGUST 9, 2022

What is a data engineer? Data engineers design, build, and optimize systems for data collection, storage, access, and analytics at scale. They create data pipelines used by data scientists, data-centric applications, and other data consumers. The data engineer role.

Data Engineering 197

Data Engineering Analytics Engineering Data 197

CIO

MAY 30, 2024

Generative AI is poised to disrupt nearly every industry, and IT professionals with highly sought after gen AI skills are in high demand, as companies seek to harness the technology for various digital and operational initiatives.

Generative AI 206

Generative AI Artificial Inteligence Programming Azure 206

CIO

OCTOBER 18, 2023

“IDH holds a potentially severe immediate risk for patients during dialysis and therefore requires immediate attention from staff,” says Hanjie Zhang, director of computational statistics and artificial intelligence at the Renal Research Institute, a joint venture of Fresenius North America and Beth Israel Medical Center. “As

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Artificial Inteligence Analytics Artificial Intelligence Machine Learning 200

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. At a high level, Tecton automates the process of building features using real-time data sources.

Artificial Inteligence 249

Artificial Inteligence Machine Learning Marketing Data Engineering 249

Altexsoft

JULY 23, 2020

When speaking of machine learning, we typically discuss data preparation or model building. Much less often the technology is mentioned in terms of deployment. Living in the shadow, this stage, according to the recent study , eats up 25 percent of data scientists time. Better user experience.

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Artificial Inteligence Machine Learning DevOps Tools 145

O'Reilly Media - Data

AUGUST 16, 2018

In this episode of the Data Show , I spoke with Harish Doddi , co-founder and CEO of Datatron , a startup focused on helping companies deploy and manage machine learning models. Today’s data science and data engineering teams work with a variety of machine learning libraries, data ingestion, and data storage technologies.

Machine Learning 105

Machine Learning Artificial Inteligence Data Engineering Storage 105

CIO

JULY 6, 2023

The first tier, according to Batta, consists of its OCI Supercluster service and is targeted at enterprises, such as Cohere or Hugging Face, that are working on developing large language models to further support their customers. Artificial Intelligence, Enterprise Applications, IT Strategy

Generative AI 170

Generative AI Artificial Inteligence Strategy Google Cloud 170

The Accidental Successful CIO

JANUARY 25, 2023

The growing adoption of these products follows a classic pattern in the tech evolution, where technology turns every employee into a programmer. Thanks to their easy-to-use interfaces, programs for these AI templates which are known as automated machine learning, or automated ML are even being used by data scientists themselves.

Artificial Inteligence 98

Artificial Inteligence Artificial Intelligence Machine Learning Training 98

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. But no technology can work efficiently without human experts behind it.

Artificial Inteligence 105

Artificial Inteligence Machine Learning Engineering Data Engineering 105

CIO

NOVEMBER 19, 2024

All industries and modern applications are undergoing rapid transformation powered by advances in accelerated computing, deep learning, and artificial intelligence. The next phase of this transformation requires an intelligent data infrastructure that can bring AI closer to enterprise data.

Artificial Inteligence 174

Artificial Inteligence Engineering Data Storage 174

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. Impedance mismatch between data scientists, data engineers and production engineers.

Machine Learning 107

Machine Learning Artificial Inteligence Scalability Data Engineering 107

CIO

JUNE 7, 2022

More companies in every industry are adopting artificial intelligence to transform business processes. But the success of their AI initiatives depends on more than just data and technology — it’s also about having the right people on board. Data scientists are the core of any AI team. Data engineer.

Artificial Inteligence 218

Artificial Inteligence Technical Review Fractional CTO Data Engineering 218

O'Reilly Media - Data

JULY 18, 2018

In this short talk, I describe some interesting trends in how data is valued, collected, and shared. Economic value of data. It’s no secret that companies place a lot of value on data and the data pipelines that produce key features. But if data is precious, how do we go about estimating its value?

Machine Learning 141

Machine Learning Artificial Inteligence Data Marketing 141

CIO

JULY 14, 2023

But many organizations are limiting use of public tools while they set policies to source and use generative AI models. CIOs want to take advantage of this but on their terms—and their own data. As so often happens with new technologies, the question is whether to build or buy.

Generative AI 148

Generative AI Artificial Inteligence Open Source ChatGPT 148

AWS Machine Learning - AI

JUNE 21, 2024

To accomplish this, eSentire built AI Investigator, a natural language query tool for their customers to access security platform data by using AWS generative artificial intelligence (AI) capabilities. Therefore, eSentire decided to build their own LLM using Llama 1 and Llama 2 foundational models.

Artificial Inteligence 117

Artificial Inteligence Generative AI AWS Serverless 117

CIO

DECEMBER 19, 2024

As the chief research officer at IDC, I lead a global team of analysts who develop research and provide advice to help our clients navigate the technology landscape. Back in 2023, at the CIO 100 awards ceremony, we were about nine months into exploring generative artificial intelligence (genAI). Build or buy?

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Artificial Inteligence Research Artificial Intelligence Enterprise 97

AWS Machine Learning - AI

JUNE 18, 2024

The Sensor Evaluation and Training Centre for West Africa (Afri-SET) , aims to use technology to address these challenges. More than 170 tech teams used the latest cloud, machine learning and artificial intelligence technologies to build 33 solutions.

Generative AI 119

Generative AI Artificial Inteligence Technical Review AWS 119

Cloudera

DECEMBER 20, 2023

Cloudera is launching and expanding partnerships to create a new enterprise artificial intelligence “AI” ecosystem. In this post we’ll give you an overview of these new and expanded partnerships and how we see them fitting into the emerging AI technology stack that supports the AI application lifecycle.

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Artificial Inteligence Artificial Intelligence Enterprise Machine Learning 76

TechCrunch

MAY 10, 2022

“The major challenges we see today in the industry are that machine learning projects tend to have elongated time-to-value and very low access across an organization. “Given these challenges, organizations today need to choose between two flawed approaches when it comes to developing machine learning. .

Artificial Inteligence 235

Artificial Inteligence Machine Learning Off-The-Shelf Training 235

TechCrunch

OCTOBER 7, 2021

Increasingly, conversations about big data, machine learning and artificial intelligence are going hand-in-hand with conversations about privacy and data protection. “But now we are running into the bottleneck of the data. But humans are not meant to be mined.”

Artificial Inteligence 246

Artificial Inteligence Engineering Technical Review Data 246

Altexsoft

JUNE 25, 2019

Being at the top of data science capabilities, machine learning and artificial intelligence are buzzing technologies many organizations are eager to adopt. This discipline is not to be underestimated, as it enables effective data storing and reliable data flow while taking charge of the infrastructure.

Data Engineering 106

Data Engineering Engineering Data Artificial Inteligence 106

InfoQ Culture Methods

JULY 28, 2020

To become a machine learning engineer, you have to interview. Include technologies, frameworks, and projects on your CV. You have to gain relevant skills from books, courses, conferences, and projects. In an interview, expect that you will be asked technical questions, insight questions, and programming questions.

Machine Learning 119

Machine Learning Artificial Inteligence Engineering How To 119

CIO

DECEMBER 10, 2024

Companies in various industries are now relying on artificial intelligence (AI) to work more efficiently and develop new, innovative products and business models. As a data-driven company, InnoGames GmbH has been exploring the opportunities (but also the legal and ethical issues) that the technology brings with it for some time.

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Artificial Inteligence Games Company Artificial Intelligence 134

CIO

JANUARY 22, 2024

While the average person might be awed by how AI can create new images or re-imagine voices, healthcare is focused on how large language models can be used in their organizations. The LLMs, algorithms, and structures that a healthcare payer or provider interacts with represent the visible part of the iceberg.

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Generative AI Healthcare Fractional CTO Artificial Inteligence 147

CIO

SEPTEMBER 12, 2023

The hype around generative AI since ChatGPT’s launch in November 2022 has driven some software vendors to rush to incorporate the technology into their applications. This means we now have a hyperscale data engine directly inside of Salesforce to connect all of your data,” he said.

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Generative AI Artificial Inteligence Artificial Intelligence Conference 174

CIO

OCTOBER 13, 2023

Data architect role Data architects are senior visionaries who translate business requirements into technology requirements and define data standards and principles, often in support of data or digital transformations. Data architect vs. data engineer The data architect and data engineer roles are closely related.

Data 199

Data Database Administration Data Engineering Artificial Inteligence 199

d2iq

FEBRUARY 19, 2021

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. Adapted from Sculley et al.

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Artificial Inteligence Machine Learning Technical Review Software Review 103

Cloudera

APRIL 13, 2021

You’ve probably heard it more than once: Machine learning (ML) can take your digital transformation to another level. We recently published a Cloudera Special Edition of Production Machine Learning For Dummies eBook. Don’t worry about building an ML model that’s flawless from the start. Step 4: Iterate quickly.

Machine Learning 98

Machine Learning Artificial Inteligence Enterprise eBook 98

CIO

OCTOBER 9, 2024

As the technology subsists on data, customer trust and their confidential information are at stake—and enterprises cannot afford to overlook its pitfalls. Yet, it is the quality of the data that will determine how efficient and valuable GenAI initiatives will be for organizations.

Strategy 215

Strategy Data Artificial Inteligence Storage 215

AWS Machine Learning - AI

AUGUST 8, 2024

As one of the largest AWS customers, Twilio engages with data, artificial intelligence (AI), and machine learning (ML) services to run their daily workloads. Data is the foundational layer for all generative AI and ML applications.

Artificial Inteligence 115

Artificial Inteligence Data Generative AI AWS 115

Xebia

JULY 19, 2023

Artificial Intelligence (AI) systems are becoming ubiquitous: from self-driving cars to risk assessments to large language models (LLMs). Artificial Intelligence (AI) and Machine Learning (ML) systems are becoming ubiquitous: from self-driving cars to risk assessments to large language models (LLMs).

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Artificial Inteligence Systems Review System Testing 130