DevOps.com

AUGUST 23, 2020

However, although engineering resources may be slim, serverless offers new solutions to tackle the DevOps challenge. From improved IoT devices to cost-effective machine learning applications, the serverless ecosystem is […].

Serverless 145

Serverless DevOps Technology Artificial Inteligence 145

AWS Machine Learning - AI

NOVEMBER 6, 2024

To maintain their competitive edge, organizations are constantly seeking ways to accelerate cloud adoption, streamline processes, and drive innovation. However, Cloud Center of Excellence (CCoE) teams often can be perceived as bottlenecks to organizational transformation due to limited resources and overwhelming demand for their support.

Generative AI 111

Generative AI Government Technical Review Innovation 111

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.

Generative AI 119

Generative AI AWS Artificial Inteligence Applications 119

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. Organizations typically can’t predict their call patterns, so the solution relies on AWS serverless services to scale during busy times.

Generative AI 110

Generative AI Video Engineering Artificial Inteligence 110

AWS Machine Learning - AI

NOVEMBER 7, 2024

API Gateway is serverless and hence automatically scales with traffic. The advantage of using Application Load Balancer is that it can seamlessly route the request to virtually any managed, serverless or self-hosted component and can also scale well. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 112

Generative AI AWS Enterprise Artificial Inteligence 112

O'Reilly Media - Ideas

MAY 21, 2019

Companies successfully adopt machine learning either by building on existing data products and services, or by modernizing existing models and algorithms. I will highlight the results of a recent survey on machine learning adoption, and along the way describe recent trends in data and machine learning (ML) within companies.

Artificial Inteligence 111

Artificial Inteligence Machine Learning Technical Review Company 111

AWS Machine Learning - AI

NOVEMBER 14, 2024

If an image is uploaded, it is stored in Amazon Simple Storage Service (Amazon S3) , and a custom AWS Lambda function will use a machine learning model deployed on Amazon SageMaker to analyze the image to extract a list of place names and the similarity score of each place name.

Artificial Inteligence 110

Artificial Inteligence Generative AI Travel AWS 110

AWS Machine Learning - AI

JANUARY 29, 2025

Amazon Bedrock Custom Model Import enables the import and use of your customized models alongside existing FMs through a single serverless, unified API. This serverless approach eliminates the need for infrastructure management while providing enterprise-grade security and scalability.

Generative AI 131

Generative AI Artificial Inteligence AWS Technical Review 131

Apiumhub

DECEMBER 9, 2024

Azure Key Vault is a cloud service that provides secure storage and access to confidential information such as passwords, API keys, and connection strings. Also combines data integration with machine learning. What is Azure Key Vault Secret? This is designed for large-scale data storage, query optimization, and analytics.

Azure 91

Azure Analytics Storage Artificial Inteligence 91

AWS Machine Learning - AI

APRIL 23, 2025

Designed with a serverless, cost-optimized architecture, the platform provisions SageMaker endpoints dynamically, providing efficient resource utilization while maintaining scalability. Serverless on AWS AWS GovCloud (US) Generative AI on AWS About the Authors Nick Biso is a Machine Learning Engineer at AWS Professional Services.

Artificial Inteligence 66

Artificial Inteligence Open Source AWS Serverless 66

AWS Machine Learning - AI

JANUARY 22, 2025

Cato Networks is a leading provider of secure access service edge (SASE), an enterprise networking and security unified cloud-centered service that converges SD-WAN, a cloud network, and security service edge (SSE) functions, including firewall as a service (FWaaS), a secure web gateway, zero trust network access, and more.

Network 110

Network Artificial Inteligence Machine Learning Serverless 110

Xebia

AUGUST 17, 2023

Leveraging Serverless and Generative AI for Image Captioning on GCP In today’s age of abundant data, especially visual data, it’s imperative to understand and categorize images efficiently. TL;DR We’ve built an automated, serverless system on Google Cloud Platform where: Users upload images to a Google Cloud Storage Bucket.

Serverless 130

Serverless Generative AI Google Cloud Technical Review 130

AWS Machine Learning - AI

MARCH 4, 2025

Building cloud infrastructure based on proven best practices promotes security, reliability and cost efficiency. To achieve these goals, the AWS Well-Architected Framework provides comprehensive guidance for building and improving cloud architectures. These documents form the foundation of the RAG architecture.

Generative AI 113

Generative AI Technical Review Software Review Systems Review 113

Dzone - DevOps

FEBRUARY 5, 2023

Welcome to our tutorial on deploying a machine learning (ML) model on Amazon Web Services (AWS) Lambda using Docker. In this tutorial, we will walk you through the process of packaging an ML model as a Docker container and deploying it on AWS Lambda, a serverless computing service. So, let’s get started!

Artificial Inteligence 98

Artificial Inteligence Machine Learning Lambda AWS 98

AWS Machine Learning - AI

SEPTEMBER 3, 2024

That’s where the new Amazon EMR Serverless application integration in Amazon SageMaker Studio can help. In this post, we demonstrate how to leverage the new EMR Serverless integration with SageMaker Studio to streamline your data processing and machine learning workflows.

Serverless 116

Serverless AWS Artificial Inteligence Big Data 116

O'Reilly Media - Ideas

MAY 19, 2020

O’Reilly Learning > We wanted to discover what our readers were doing with cloud, microservices, and other critical infrastructure and operations technologies. Without further ado, here are the key results: • At first glance, cloud usage seems overwhelming. More than half of respondents use multiple cloud services. •

Cloud 144

Cloud Microservices Serverless Survey 144

AWS Machine Learning - AI

OCTOBER 31, 2024

It can be a local machine or a cloud instance. You also need a Google Cloud project with billing enabled. Deploy the solution The application presented in this post is available in the accompanying GitHub repository and provided as an AWS Cloud Development Kit (AWS CDK) project. Choose Save.

Generative AI 123

Generative AI Lambda Applications AWS 123

AWS Machine Learning - AI

APRIL 10, 2025

AWS is the first major cloud provider to deliver Pixtral Large as a fully managed, serverless model. About the Authors Deepesh Dhapola is a Senior Solutions Architect at AWS India, specializing in helping financial services and fintech clients optimize and scale their applications on the AWS Cloud.

Generative AI 101

Generative AI AWS Technical Review Artificial Inteligence 101

AWS Machine Learning - AI

JANUARY 22, 2025

These services use advanced machine learning (ML) algorithms and computer vision techniques to perform functions like object detection and tracking, activity recognition, and text and audio recognition. Rim Zaafouri is a technologist at heart and a cloud enthusiast. The transcript is provided in tags.

Generative AI 110

Generative AI Video Analysis Technical Review 110

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. billion by 2025.

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

CIO

APRIL 11, 2024

In a cloud market dominated by three vendors, once cloud-denier Oracle is making a push for enterprise share gains, announcing expanded offerings and customer wins across the globe, including Japan , Mexico , and the Middle East.

Enterprise 187

Enterprise Artificial Inteligence Cloud Azure 187

AWS Machine Learning - AI

MARCH 14, 2025

You can recreate this example in the us-west-2 AWS Region with the AWS Cloud Development Kit (AWS CDK) by following the instructions in the GitHub repository. The infrastructure operates within a virtual private cloud (VPC) containing public subnets in each Availability Zone, with an internet gateway providing external connectivity.

AWS 133

AWS Generative AI Linux Groups 133

AWS Machine Learning - AI

OCTOBER 29, 2024

Security – The solution uses AWS services and adheres to AWS Cloud Security best practices so your data remains within your AWS account. Cost optimization – This solution uses serverless technologies, making it cost-effective for the observability infrastructure. However, some components may incur additional usage-based costs.

Generative AI 112

Generative AI Applications AWS Knowledge Base 112

AWS Machine Learning - AI

FEBRUARY 11, 2025

The Ingest Data Lambda function fetches data from the Datastore APIwhich can be in or outside of the virtual private cloud (VPC)based on the inputs from the Map state. Macie uses machine learning to automatically discover, classify, and protect sensitive data stored in AWS.

Knowledge Base 95

Knowledge Base Lambda Enterprise AWS 95

AWS Machine Learning - AI

AUGUST 21, 2024

Amazon SageMaker Canvas is a no-code machine learning (ML) service that empowers business analysts and domain experts to build, train, and deploy ML models without writing a single line of code. Athena is a serverless, interactive analytics service that provides a simplified and flexible way to analyze petabytes of data where it lives.

Artificial Inteligence 120

Artificial Inteligence Machine Learning Government Software Review 120

CIO

JANUARY 26, 2023

It feels like just yesterday that we were promised that cloud servers cost just pennies. When the monthly cloud bill arrives, CFOs are hitting the roof. Developer teams are learning that the pennies add up, sometimes faster than expected, and it’s time for some discipline. Cloud cost managers are the solution.

Tools 174

Tools Cloud Artificial Inteligence Artificial Intelligence 174

TechCrunch

MARCH 29, 2022

When Pinecone launched last year, the company’s message was around building a serverless vector database designed specifically for the needs of data scientists. This [format] is much more semantically rich and actionable for machine learning.

Data 216

Data Artificial Inteligence Serverless Machine Learning 216

AWS Machine Learning - AI

APRIL 22, 2025

This stream is securely and reliably transported to the cloud using the Secure Reliable Transport (SRT) protocol through MediaConnect. The real-time transcriber module, hosted on an Amazon Elastic Compute Cloud (Amazon EC2) instance, uses the Amazon Transcribe stream API to generate transcriptions with minimal latency.

Media 77

Media Knowledge Base AWS Systems Review 77

TechCrunch

JUNE 1, 2022

Thanks to the cloud, the amount of data being generated and stored has exploded in scale and volume. One of the most profound and maybe non-obvious shifts driving this is the emergence of the cloud database. That’s all assuming you are collocated to a single cloud and you’ve built a modern data stack from scratch.

Serverless 245

Serverless Enterprise Microservices Open Source 245

AWS Machine Learning - AI

OCTOBER 1, 2024

We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. The aim of this post is to provide a comprehensive understanding of how to build a voice-based, contextual chatbot that uses the latest advancements in AI and serverless computing. We discuss this later in the post.

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Serverless Artificial Inteligence AWS Software Review 89

CIO

JULY 26, 2022

Many of these next-generation projects are on track due to the organization’s decision to go all-in to the public cloud well before the pandemic hit. The PGA’s cloud push. I would say these are kind of the sweet spot services of the AWS cloud,” Scott says. Playing through. Next up for the PGA of America?

CTO Coach 147

CTO Coach Technical Review Cloud Nonprofit 147

Erik Bernhardsson

DECEMBER 6, 2022

Please check it out — it lets you run things in the cloud without having to think about infrastructure. I wanted to build something that takes code on a user's computer and launches it in the cloud within a second. Let's run this code: Two things worth noting here: This launches the code into the cloud in ~1s. DebianSlim().

CTO Coach 242

CTO Coach Fractional CTO Software Engineering Serverless 242

AWS Machine Learning - AI

APRIL 29, 2025

For knowledge retrieval, we use Amazon Bedrock Knowledge Bases , which integrates with Amazon Simple Storage Service (Amazon S3) for document storage, and Amazon OpenSearch Serverless for rapid and scalable search capabilities. About the authors Cassandre Vandeputte is a Solutions Architect for AWS Public Sector based in Brussels.

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Generative AI Weak Development Team AWS Artificial Inteligence 68

The Crazy Programmer

SEPTEMBER 25, 2023

It’s the serverless platform that will run a range of things with stronger attention on the front end. Even though Vercel mainly focuses on front-end applications, it has built-in support that will host serverless Node.js This is the serverless wrapper made on top of AWS. features in a free tier. services for free.

Serverless 180

Serverless AWS Google Cloud Azure 180

O'Reilly Media - Ideas

FEBRUARY 11, 2019

Highlights and use cases from companies that are building the technologies needed to sustain their use of analytics and machine learning. Profiles of IT executives suggest that many are planning to spend significantly in cloud computing and AI over the next year. AI and machine learning in the enterprise.

Big Data 108

Big Data Technology Tools Cloud 108

Xebia

DECEMBER 13, 2024

Jeroen will take you along RAG applications, and their implementations on Google Cloud Platform (GCP). GCP Tools for Building a RAG System To build an efficient and scalable Retrieval-Augmented Generation (RAG) system, Google Cloud Platform (GCP) provides several powerful tools that can be seamlessly integrated.

Google Cloud 130

Google Cloud Artificial Inteligence Cloud Scalability 130

O'Reilly Media - Ideas

JUNE 22, 2022

Last year, our report on cloud adoption concluded that adoption was proceeding rapidly; almost all organizations are using cloud services. Cloud professionals are well paid. Those findings confirmed the results we got in 2020 : everything was “up and to the right.” That left us with 778 responses. The Big Picture.

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Survey Cloud Google Cloud Training 137