CIO

OCTOBER 24, 2024

growth this year, with data center spending increasing by nearly 35% in 2024 in anticipation of generative AI infrastructure needs. This spending on AI infrastructure may be confusing to investors, who won’t see a direct line to increased sales because much of the hyperscaler AI investment will focus on internal uses, he says.

Data Center 200

Data Center Artificial Inteligence Generative AI Artificial Intelligence 200

TechCrunch

OCTOBER 22, 2022

Should early-stage founders ignore the never-ending debate on server infrastructure? But the rise of machine learning makes us suspect that answers might soon change. — Anna. How Expensify hacked its way to a robust, scalable tech stack. ” Could machine learning refresh the cloud debate? Sign up here.

Artificial Inteligence 155

Artificial Inteligence Machine Learning Cloud Infrastructure 155

AWS Machine Learning - AI

DECEMBER 4, 2024

Scalable infrastructure – Bedrock Marketplace offers configurable scalability through managed endpoints, allowing organizations to select their desired number of instances, choose appropriate instance types, define custom auto scaling policies that dynamically adjust to workload demands, and optimize costs while maintaining performance.

Artificial Inteligence 101

Artificial Inteligence Microservices Generative AI AWS 101

CIO

APRIL 16, 2025

to identify opportunities for optimizations that reduce cost, improve efficiency and ensure scalability. Software architecture: Designing applications and services that integrate seamlessly with other systems, ensuring they are scalable, maintainable and secure and leveraging the established and emerging patterns, libraries and languages.

Technical Review 186

Technical Review Enterprise Strategy Innovation 186

CIO

APRIL 25, 2025

AI skills broadly include programming languages, database modeling, data analysis and visualization, machine learning (ML), statistics, natural language processing (NLP), generative AI, and AI ethics. As one of the most sought-after skills on the market right now, organizations everywhere are eager to embrace AI as a business tool.

Artificial Inteligence 190

Artificial Inteligence DevOps Virtualization Industry 190

TechCrunch

NOVEMBER 16, 2020

Arrikto , a startup that wants to speed up the machine learning development lifecycle by allowing engineers and data scientists to treat data like code, is coming out of stealth today and announcing a $10 million Series A round. “We make it super easy to set up end-to-end machine learning pipelines. .

Artificial Inteligence 280

Artificial Inteligence Machine Learning Open Source Software Development 280

CIO

DECEMBER 5, 2024

Instead of overhauling entire systems, insurers can assess their API infrastructure to ensure efficient data flow, identify critical data types, and define clear schemas for structured and unstructured data. From an implementation standpoint, choose a cloud-based distillery that integrates with your existing cloud infrastructure.

Enterprise 158

Enterprise Data Insurance Business Intelligence 158

Dzone - DevOps

DECEMBER 31, 2024

MLOps, or Machine Learning Operations, is a set of practices that combine machine learning (ML), data engineering, and DevOps to streamline and automate the end-to-end ML model lifecycle. MLOps is an essential aspect of the current data science workflows.

Artificial Inteligence 96

Artificial Inteligence Machine Learning Scalability Data Engineering 96

CIO

MARCH 20, 2025

AI practitioners and industry leaders discussed these trends, shared best practices, and provided real-world use cases during EXLs recent virtual event, AI in Action: Driving the Shift to Scalable AI. And its modular architecture distributes tasks across multiple agents in parallel, increasing the speed and scalability of migrations.

Artificial Inteligence 139

Artificial Inteligence Enterprise Insurance Artificial Intelligence 139

AWS Machine Learning - AI

DECEMBER 2, 2024

This enhancement allows customers running high-throughput production workloads to handle sudden traffic spikes more efficiently, providing more predictable scaling behavior and minimal impact on end-user latency across their ML infrastructure, regardless of the chosen inference framework.

Generative AI 100

Generative AI Artificial Inteligence Machine Learning AWS 100

CIO

NOVEMBER 1, 2024

First, the misalignment of technical strategies of the central infrastructure organization and the individual business units was not only inefficient but created internal friction and unhealthy behaviors, the CIO says. I want to provide an easy and secure outlet that’s genuinely production-ready and scalable.

Generative AI 183

Generative AI Technical Advisors Insurance Weak Development Team 183

TechCrunch

MAY 24, 2022

Called Hugging Face Endpoints on Azure, Hugging Face co-founder and CEO Clément Delangue described it as a way to turn Hugging Face-developed AI models into “scalable production solutions.” ” “The mission of Hugging Face is to democratize good machine learning,” Delangue said in a press release.

Azure 246

Azure Artificial Inteligence Machine Learning Off-The-Shelf 246

CIO

JANUARY 14, 2025

The gap between emerging technological capabilities and workforce skills is widening, and traditional approaches such as hiring specialized professionals or offering occasional training are no longer sufficient as they often lack the scalability and adaptability needed for long-term success.

Technical Advisors 187

Technical Advisors Strategy Training Survey 187

CIO

APRIL 23, 2025

The machine learning models would target and solve for one use case, but Gen AI has the capability to learn and address multiple use cases at scale. A critical consideration emerges regarding enterprise AI platform implementation.

Insurance 164

Insurance Artificial Inteligence Data Architecture 164

AWS Machine Learning - AI

NOVEMBER 6, 2024

Traditionally, building frontend and backend applications has required knowledge of web development frameworks and infrastructure management, which can be daunting for those with expertise primarily in data science and machine learning. The full code of the demo is available in the GitHub repository.

Generative AI 118

Generative AI AWS Artificial Inteligence Applications 118

Palo Alto Networks

OCTOBER 21, 2024

Powered by Precision AI™ – our proprietary AI system – this solution combines machine learning, deep learning and generative AI to deliver advanced, real-time protection. This approach not only reduces risks but also enhances the overall resilience of OT infrastructures. –

Compliance 111

Compliance Virtualization Conference Generative AI 111

CIO

MARCH 14, 2025

With generative AI on the rise and modalities such as machine learning being integrated at a rapid pace, it was only a matter of time before a position responsible for its deployment and governance became widespread. But as the complexity and scope of AI grows, the specialization of the CAIO makes the difference, he says.

Artificial Inteligence 194

Artificial Inteligence Artificial Intelligence Government Generative AI 194

O'Reilly Media - Data

OCTOBER 31, 2019

Theodore Summe offers a glimpse into how Twitter employs machine learning throughout its product. Megan Kacholia explains how Google’s latest innovations provide an ecosystem of tools for developers, enterprises, and researchers who want to build scalable ML-powered applications.

Artificial Inteligence 246

Artificial Inteligence Machine Learning IoT Open Source 246

CIO

NOVEMBER 1, 2024

First, the misalignment of technical strategies of the central infrastructure organization and the individual business units was not only inefficient but created internal friction and unhealthy behaviors, the CIO says. I want to provide an easy and secure outlet that’s genuinely production-ready and scalable.

Generative AI 158

Generative AI Technical Advisors Insurance Weak Development Team 158

Dzone - DevOps

APRIL 9, 2025

By abstracting the complexities of infrastructure, AWS enables teams to focus on innovation. When combined with the transformative capabilities of artificial intelligence (AI) and machine learning (ML), serverless architectures become a powerhouse for creating intelligent, scalable, and cost-efficient solutions.

Serverless 52

Serverless Artificial Inteligence Scalability AWS 52

CIO

MARCH 31, 2025

There are two main considerations associated with the fundamentals of sovereign AI: 1) Control of the algorithms and the data on the basis of which the AI is trained and developed; and 2) the sovereignty of the infrastructure on which the AI resides and operates. high-performance computing GPU), data centers, and energy.

Technical Review 117

Technical Review Artificial Inteligence Compliance Open Source 117

AWS Machine Learning - AI

JANUARY 29, 2025

You can access your imported custom models on-demand and without the need to manage underlying infrastructure. This serverless approach eliminates the need for infrastructure management while providing enterprise-grade security and scalability. For more information, refer to the Amazon Bedrock User Guide.

Generative AI 129

Generative AI Artificial Inteligence AWS Technical Review 129

TechCrunch

APRIL 20, 2023

Fast-forward to today and CoreWeave provides access to over a dozen SKUs of Nvidia GPUs in the cloud, including H100s, A100s, A40s and RTX A6000s, for use cases like AI and machine learning, visual effects and rendering, batch processing and pixel streaming. ” It’ll also be put toward expanding CoreWeave’s team.

Artificial Inteligence 244

Artificial Inteligence Cloud Generative AI Google Cloud 244

Xebia

DECEMBER 23, 2024

Businesses can onboard these platforms quickly, connect to their existing data sources, and start analyzing data without needing a highly technical team or extensive infrastructure investments. Scalability and Flexibility: The Double-Edged Sword of Pay-As-You-Go Models Pay-as-you-go pricing models are a game-changer for businesses.

Data 130

Data Storage Culture Resources 130

AWS Machine Learning - AI

OCTOBER 29, 2024

Flexible logging –You can use this solution to store logs either locally or in Amazon Simple Storage Service (Amazon S3) using Amazon Data Firehose, enabling integration with existing monitoring infrastructure. Cost optimization – This solution uses serverless technologies, making it cost-effective for the observability infrastructure.

Generative AI 109

Generative AI Applications AWS Knowledge Base 109

Xebia

DECEMBER 23, 2024

Businesses can onboard these platforms quickly, connect to their existing data sources, and start analyzing data without needing a highly technical team or extensive infrastructure investments. Scalability and Flexibility: The Double-Edged Sword of Pay-As-You-Go Models Pay-as-you-go pricing models are a game-changer for businesses.

Data 130

Data Storage Culture Resources 130

AWS Machine Learning - AI

NOVEMBER 15, 2024

The flexible, scalable nature of AWS services makes it straightforward to continually refine the platform through improvements to the machine learning models and addition of new features. All AWS services are high-performing, secure, scalable, and purpose-built.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

Palo Alto Networks

OCTOBER 22, 2024

As organizations transition from traditional, legacy infrastructure to virtual cloud environments, they face new, dare we say bold, challenges in securing their digital assets. However, with the rapid adoption of cloud technologies comes an equally swift evolution of cybersecurity threats.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

TechCrunch

SEPTEMBER 27, 2021

Machine learning and other artificial intelligence applications add even more complexity. “With a step-function increase in folks working/studying from home and relying on cloud-based SaaS/PaaS applications, the deployment of scalable hardware infrastructure has accelerated,” Gajendra said in an email to TechCrunch.

Artificial Inteligence 246

Artificial Inteligence Applications Cloud Artificial Intelligence 246

Cloudera

JANUARY 7, 2025

Cost Savings: Hybrid and multi-cloud setups allow organizations to optimize workloads by selecting cost-effective platforms, reducing overall infrastructure costs while meeting performance needs. Cost Optimization: Select cost-effective platforms and manage resources efficiently to minimize infrastructure costs.

Cloud 82

Cloud Data Scalability Compliance 82

AWS Machine Learning - AI

APRIL 9, 2025

Semantic routing offers several advantages, such as efficiency gained through fast similarity search in vector databases, and scalability to accommodate a large number of task categories and downstream LLMs. He specializes in machine learning and is a generative AI lead for NAMER startups team.

Artificial Inteligence 123

Artificial Inteligence Generative AI AWS Applications 123

CIO

JANUARY 1, 2025

His own buy before build strategy was very different to GECAS, which relied on the back-office infrastructure of parent company GE while running proprietary software on Amazon that was core to its business processes. Koletzki would use the move to upgrade the IT environment from a small data room to something more scalable.

Strategy 152

Strategy Azure Technical Review Systems Review 152

AWS Machine Learning - AI

NOVEMBER 7, 2024

It’s serverless so you don’t have to manage the infrastructure. SageMaker JumpStart is a machine learning (ML) hub that provides a wide range of publicly available and proprietary FMs from providers such as AI21 Labs, Cohere, Hugging Face, Meta, and Stability AI, which you can deploy to SageMaker endpoints in your own AWS account.

Generative AI 111

Generative AI AWS Enterprise Artificial Inteligence 111

AWS Machine Learning - AI

NOVEMBER 22, 2024

Since Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with.

Generative AI 88

Generative AI AWS Technical Review Backup 88

AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. AWS CloudFormation support For organizations building RAG applications, it’s important to provide efficient and effective operations and consistent infrastructure across different environments.

Knowledge Base 125

Knowledge Base Scalability Applications Generative AI 125

AWS Machine Learning - AI

APRIL 1, 2025

Whether youre an experienced AWS developer or just getting started with cloud development, youll discover how to use AI-powered coding assistants to tackle common challenges such as complex service configurations, infrastructure as code (IaC) implementation, and knowledge base integration.

AWS 119

AWS Software Review Knowledge Base Artificial Inteligence 119

AWS Machine Learning - AI

JANUARY 22, 2025

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and quickly integrate and deploy them into your applications using AWS tools without having to manage the infrastructure. With six years of experience in ML and cybersecurity, he brings a wealth of knowledge to his work.

Network 109

Network Artificial Inteligence Machine Learning Serverless 109