CIO

MARCH 13, 2025

In a November report by HR consultancy Randstad, based on a survey of 12,000 people and 3 million job profiles, demand for AI skills has increased five-fold between 2023 and 2024. Gen AI-related job listings were particularly common in roles such as data scientists and data engineers, and in software development.

Part-Time VPE 205

Part-Time VPE Weak Development Team Fractional VPE Fractional CTO 205

CIO

JULY 14, 2023

Whether it’s text, images, video or, more likely, a combination of multiple models and services, taking advantage of generative AI is a ‘when, not if’ question for organizations. Since the release of ChatGPT last November, interest in generative AI has skyrocketed.

Generative AI 148

Generative AI Artificial Inteligence Open Source ChatGPT 148

AWS Machine Learning - AI

JULY 15, 2024

And now, with the new AWS generative AI capabilities, we are able to blow our customers minds with creative power they never thought possible. Continuous development, testing, and integration using AWS breadth of services in compute, storage, analytics, and machine learning allowed them to iterate quickly.

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Generative AI Artificial Inteligence AWS Technical Review 120

CIO

NOVEMBER 27, 2024

For AI, there’s no universal standard for when data is ‘clean enough.’ In the generative AI world, the notion of accuracy is much more nebulous.” A golden dataset of questions paired with a gold standard response can help you quickly benchmark new models as the technology improves.

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Data Enterprise Weak Development Team Software Review 211

CIO

JUNE 11, 2024

One of the certifications, AWS Certified AI Practitioner, is a foundational-level certification to help workers from a variety of backgrounds to demonstrate that they understand AI and generative AI concepts, can recognize opportunities that benefit from AI, and know how to use AI tools responsibly.

Artificial Inteligence 173

Artificial Inteligence AWS Artificial Intelligence Machine Learning 173

AWS Machine Learning - AI

JUNE 18, 2024

More than 170 tech teams used the latest cloud, machine learning and artificial intelligence technologies to build 33 solutions. This happens only when a new data format is detected to avoid overburdening scarce Afri-SET resources. Having a human-in-the-loop to validate each data transformation step is optional.

Generative AI 126

Generative AI Artificial Inteligence Technical Review AWS 126

CIO

AUGUST 7, 2023

Hardly a day goes by without some new business-busting development on generative AI surfacing in the media. And, in fact, McKinsey research argues the future could indeed be dazzling, with gen AI improving productivity in customer support by up to 40%, in software engineering by 20% to 30%, and in marketing by 10%.

Generative AI 147

Generative AI Off-The-Shelf Architecture Infrastructure 147

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. Customers can get near real-time answers to complex questions about their data.

Artificial Inteligence 122

Artificial Inteligence Generative AI AWS Serverless 122

CIO

APRIL 2, 2025

AI consulting: A definition AI consulting involves advising on, designing and implementing artificial intelligence solutions. The spectrum is broad, ranging from process automation using machine learning models to setting up chatbots and performing complex analyses using deep learning methods.

Artificial Inteligence 120

Artificial Inteligence Technical Advisors Artificial Intelligence Automotive 120

AWS Machine Learning - AI

MARCH 13, 2025

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies, such as AI21 Labs, Anthropic, Cohere, Meta, Mistral, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Generative AI 110

Generative AI CTO Coach AWS Artificial Inteligence 110

CIO

DECEMBER 11, 2023

The adoption of generative AI in the U.S. You have to balance the potential benefits of generative AI with significant, important operational issues, such as ensuring patient data privacy and complying with regulatory requirements. And yet, generative AI is a transformative technology—one that cannot be ignored.

Generative AI 113

Generative AI Artificial Inteligence Healthcare Artificial Intelligence 113

CIO

DECEMBER 4, 2024

And since the latest hot topic is gen AI, employees are told that as long as they don’t use proprietary information or customer code, they should explore new tools to help develop software. We’ve had folks working with machine learning and AI algorithms for decades,” says Sam Gobrail, the company’s senior director for product and technology.

Recruiting 202

Recruiting Artificial Inteligence Programming Technology 202

CIO

JUNE 10, 2024

According to a 2023 survey from Access Partnership and Amazon Web Services (AWS) , 92% of employers expect to be using AI-related solutions by 2028 and 93% expect to use generative AI within the upcoming five years. The survey also found that 73% of employers have made hiring talent with AI skills and experience a priority.

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Artificial Inteligence Strategy Machine Learning Training 204

Netflix Tech

JUNE 20, 2024

A summary of sessions at the first Data Engineering Open Forum at Netflix on April 18th, 2024 The Data Engineering Open Forum at Netflix on April 18th, 2024. At Netflix, we aspire to entertain the world, and our data engineering teams play a crucial role in this mission by enabling data-driven decision-making at scale.

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Data Engineering Engineering Data Generative AI 82

AWS Machine Learning - AI

JULY 10, 2024

They need a full range of capabilities to build and scale generative AI applications that are tailored to their business and use case —including apps with built-in generative AI, tools to rapidly experiment and build their own generative AI apps, a cost-effective and performant infrastructure, and security controls and guardrails.

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Artificial Inteligence AWS Generative AI Knowledge Base 137

AWS Machine Learning - AI

AUGUST 14, 2024

Generative artificial intelligence (AI) provides the ability to take relevant information from a data source such as ServiceNow and provide well-constructed answers back to the user. First, you need to build connectors to the data sources.

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Generative AI Artificial Inteligence AWS Technical Review 116

AWS Machine Learning - AI

APRIL 23, 2025

Serverless on AWS AWS GovCloud (US) Generative AI on AWS About the Authors Nick Biso is a Machine Learning Engineer at AWS Professional Services. He solves complex organizational and technical challenges using data science and engineering. References: What is Intelligent Document Processing (IDP)?

Artificial Inteligence 66

Artificial Inteligence Open Source AWS Serverless 66

AWS Machine Learning - AI

APRIL 1, 2025

AWS App Studio is a generative AI-powered service that uses natural language to build business applications, empowering a new set of builders to create applications in minutes. Alex (Tao) Jia is a Senior Product Marketing Manager at AWS, focusing on generative AI.

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AWS Software Review Technical Review Generative AI 93

AWS Machine Learning - AI

NOVEMBER 20, 2024

Whether it’s structured data in databases or unstructured content in document repositories, enterprises often struggle to efficiently query and use this wealth of information. The solution combines data from an Amazon Aurora MySQL-Compatible Edition database and data stored in an Amazon Simple Storage Service (Amazon S3) bucket.

Data 110

Data AWS Groups Knowledge Base 110

AWS Machine Learning - AI

MARCH 18, 2025

Today, generative AI can help bridge this knowledge gap for nontechnical users to generate SQL queries by using a text-to-SQL application. This application allows users to ask questions in natural language and then generates a SQL query for the users request. The following diagram provides more details about embeddings.

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Artificial Inteligence Applications Generative AI Off-The-Shelf 100

CIO

FEBRUARY 15, 2024

Today, those efforts are coming to fruition, positioning Henkel among the leading wave of companies adopting generative AI to not only optimize its businesses, but use it as a core building block of its strategic vision for the future. This just wasn’t possible with traditional machine learning.

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Artificial Inteligence Machine Learning B2C Retail 208

CIO

FEBRUARY 14, 2023

Titanium Intelligent Solutions, a global SaaS IoT organization, even saved one customer over 15% in energy costs across 50 distribution centers , thanks in large part to AI. Here, I’ll focus on why these three elements and capabilities are fundamental building blocks of a data ecosystem that can support real-time AI.

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Artificial Inteligence Strategy Data Machine Learning 174

CIO

JULY 10, 2023

For a decade, Edmunds, an online resource for automotive inventory and information, has been struggling to consolidate its data infrastructure. Now, with the infrastructure side of its data house in order, the California-based company is envisioning a bold new future with AI and machine learning (ML) at its core.

Infrastructure 148

Infrastructure Artificial Inteligence Data Generative AI 148

AWS Machine Learning - AI

JUNE 20, 2024

Amazon Bedrock Studio is a new single sign-on (SSO)-enabled web interface that provides a way for developers across an organization to experiment with LLMs and other FMs, collaborate on projects, and iterate on generative AI applications. Eitan Sela is a Generative AI and Machine Learning Specialist Solutions Architect at AWS.

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Artificial Inteligence UI/UX Generative AI Construction 108

CIO

SEPTEMBER 19, 2024

Agentic AIs, a form of technology designed to run specific functions within an organization without human intervention, are gaining traction as enterprises look to automate business workflows, augment the output of human workers, and derive value from generative AI.

CTO Coach 207

CTO Coach Artificial Inteligence Open Source Fractional CTO 207

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. She enjoys to travel and explore new places, foods, and culture.

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Artificial Inteligence Data Generative AI AWS 121

CIO

JULY 18, 2023

CIO.com’s 2023 State of the CIO survey recently zeroed in on the technology roles that IT leaders find the most difficult to fill, with cybersecurity, data science and analytics, and AI topping the list. These include not only cyber, but also cloud and generative AI, he says.

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Technical Advisors Artificial Inteligence Generative AI How To 148

Cloudera

APRIL 1, 2024

Cloudera, a leader in big data analytics, provides a unified Data Platform for data management, AI, and analytics. Our customers run some of the world’s most innovative, largest, and most demanding data science, data engineering, analytics, and AI use cases, including PB-size generative AI workloads.

Cloud 105

Cloud Artificial Inteligence Generative AI Analytics 105

AWS Machine Learning - AI

FEBRUARY 19, 2024

Experienced in AI/ML, NLP, and Search, he is interested in building products that solves customer pain points with innovative technology. Dr. Ashwin Swaminathan is a Computer Vision and Machine Learning researcher, engineer, and manager with 12+ years of industry experience and 5+ years of academic research experience.

AWS 126

AWS Generative AI Artificial Inteligence Machine Learning 126

CIO

NOVEMBER 7, 2023

As part of its efforts to eliminate data silos in the organization, Lexmark established a “data steering team.” The company has more than 20 machine learning models in production today, and thousands of employees leverage hundreds of dashboards to help with decision-making.

Data 213

Data Artificial Inteligence Architecture Analytics 213

Cloudera

AUGUST 22, 2024

The Indian Talent Prowess Over nearly a decade, the Bangalore CoE has grown into a robust hub, housing over 600 employees, primarily in engineering roles, which form the backbone of product innovation and customer support together with the team in Chennai.

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Innovation Artificial Inteligence Machine Learning Technical Review 67

Perficient

JANUARY 4, 2024

As we step into 2024, the transformative impact of Artificial Intelligence (AI) and generative AI on enterprise-level organizations has reshaped the business landscape in profound ways. Contact us  now to discover how our expertise can take your business to new heights.

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Artificial Inteligence Artificial Intelligence Generative AI Pharmaceuticals 72

AWS Machine Learning - AI

SEPTEMBER 3, 2024

With the introduction of EMR Serverless support for Apache Livy endpoints , SageMaker Studio users can now seamlessly integrate their Jupyter notebooks running sparkmagic kernels with the powerful data processing capabilities of EMR Serverless. You can explore more generative AI samples and use cases in the GitHub repository.

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Serverless AWS Artificial Inteligence Big Data 113

Cloudera

DECEMBER 20, 2023

The data management platform, models, and end applications are powered by cloud infrastructure and/or specialized hardware. In a stack including Cloudera Data Platform the applications and underlying models can also be deployed from the data management platform via Cloudera Machine Learning.

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Artificial Inteligence Artificial Intelligence Enterprise Machine Learning 71

Cloudera

NOVEMBER 28, 2023

With its rise in popularity generative AI has emerged as a top CEO priority, and the importance of performant, seamless, and secure data management and analytics solutions to power those AI applications is essential.

Data 84

Data Scalability Analytics Quality Assurance 84

Newgen Software

JUNE 5, 2024

In today’s rapidly evolving business landscape, establishing robust GenAI and machine learning capabilities is of the utmost importance, especially for enterprises managing substantial data volumes. Natalia expressed a mix of optimism and skepticism regarding the use of Generative AI in banking.

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Banking Artificial Inteligence Machine Learning Generative AI 52

Agile Engine

SEPTEMBER 29, 2023

Few people know this, but enterprises often employ a machine learning technique that’s instrumental in particle physics experiments at the Large Hadron Collider. Just as the Large Hadron Collider accelerates subatomic particles, machine learning solutions set trillions of data points in motion to solve complex business challenges.

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