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 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 110

Generative AI AWS Enterprise Artificial Inteligence 110

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. Presently, his main area of focus is state-of-the-art natural language processing.

Network 108

Network Artificial Inteligence Machine Learning Serverless 108

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

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

AWS Machine Learning - AI

SEPTEMBER 3, 2024

However, managing the complex infrastructure required for big data workloads has traditionally been a significant challenge, often requiring specialized expertise. That’s where the new Amazon EMR Serverless application integration in Amazon SageMaker Studio can help.

Serverless 113

Serverless AWS Artificial Inteligence Big Data 113

TechCrunch

OCTOBER 3, 2022

A decade later, a startup called Immerok — founded by David Moravek, Holger Temme, Johannes Moser, Konstantin Knauf, Piotr Nowojski and Timo Walther — has developed an Apache Flink cloud service called Immerok Cloud, which is serverless — abstracting away the server management tasks needed to process streaming data.

Cloud 232

Cloud Data Serverless AWS 232

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

Prisma Clud

NOVEMBER 22, 2024

Better Together — Palo Alto Networks and AWS By combining the power of advanced cloud security solutions by Palo Alto Networks and the scalable cloud infrastructure by AWS, organizations can confidently navigate the complexities of cloud security. Enhance Security Posture – Proactively identify and mitigate threats to your AWS infrastructure.

AWS 105

AWS Cloud Network Compliance 105

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

AWS Machine Learning - AI

APRIL 9, 2025

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. He specializes in machine learning and is a generative AI lead for NAMER startups team.

Artificial Inteligence 122

Artificial Inteligence Generative AI AWS Applications 122

AWS Machine Learning - AI

MARCH 14, 2025

The infrastructure operates within a virtual private cloud (VPC) containing public subnets in each Availability Zone, with an internet gateway providing external connectivity. Raj specializes in Machine Learning with applications in Generative AI, Natural Language Processing, Intelligent Document Processing, and MLOps.

AWS 130

AWS Generative AI Linux Groups 130

AWS Machine Learning - AI

AUGUST 21, 2024

Amazon DataZone allows you to create and manage data zones , which are virtual data lakes that store and process your data, without the need for extensive coding or infrastructure management. The data admin defines the required security controls for ML infrastructure and deploys the SageMaker environment with Amazon DataZone.

Artificial Inteligence 117

Artificial Inteligence Machine Learning Government Software Review 117

AWS Machine Learning - AI

MARCH 4, 2025

Building cloud infrastructure based on proven best practices promotes security, reliability and cost efficiency. This allows teams to focus more on implementing improvements and optimizing AWS infrastructure. Amazon Textract extracts the content from the uploaded documents, making it machine-readable for further processing.

Generative AI 106

Generative AI Technical Review Software Review Systems Review 106

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 65

Artificial Inteligence Open Source AWS Serverless 65

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 108

Artificial Inteligence Generative AI Travel AWS 108

AWS Machine Learning - AI

JANUARY 22, 2025

Security teams in highly regulated industries like financial services often employ Privileged Access Management (PAM) systems to secure, manage, and monitor the use of privileged access across their critical IT infrastructure. He has helped multiple enterprises harness the power of AI and machine learning on AWS.

Generative AI 108

Generative AI Video Analysis Technical Review 108

Dzone - DevOps

APRIL 6, 2023

The field of machine learning has advanced considerably in recent years, enabling us to tackle complex problems with greater ease and accuracy. However, the process of building and training machine learning models can be a daunting task, requiring significant investments of time, resources, and expertise.

Serverless 97

Serverless AWS Artificial Inteligence Machine Learning 97

AWS Machine Learning - AI

APRIL 10, 2025

AWS is the first major cloud provider to deliver Pixtral Large as a fully managed, serverless model. Geographical and Demographic Factors: Local Conditions: Urbanization and infrastructure development influence vehicle preferences. In this post, we discuss the features of Pixtral Large and its possible use cases.

Generative AI 95

Generative AI AWS Technical Review Artificial Inteligence 95

AWS Machine Learning - AI

OCTOBER 31, 2024

Performance optimization The serverless architecture used in this post provides a scalable solution out of the box. This flexibility empowers you to tailor the assistant’s capabilities to their specific requirements, providing a seamless integration with your existing AWS infrastructure and data sources.

Generative AI 121

Generative AI Lambda Applications AWS 121

AWS Machine Learning - AI

OCTOBER 11, 2024

Modern organizations increasingly depend on robust cloud infrastructure to provide business continuity and operational efficiency. The solution is designed to be fully serverless on AWS and can be deployed as infrastructure as code (IaC) by usingf the AWS Cloud Development Kit (AWS CDK).

Cloud 96

Cloud AWS Serverless Policies 96

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 87

Generative AI AWS Technical Review Backup 87

AWS Machine Learning - AI

FEBRUARY 11, 2025

By using Amazon Q Business, which simplifies the complexity of developing and managing ML infrastructure and models, the team rapidly deployed their chat solution. Macie uses machine learning to automatically discover, classify, and protect sensitive data stored in AWS. Outside of work, Bhavani enjoys cooking and traveling.

Knowledge Base 90

Knowledge Base Lambda Enterprise AWS 90

Erik Bernhardsson

DECEMBER 6, 2022

Please check it out — it lets you run things in the cloud without having to think about infrastructure. Data teams often need to change infrastructure a lot more often (sometimes every new cron job needs a Terraform update), have very “bursty” needs for compute power, and needs a much wider range of hardware (GPUs!

Fractional CTO 242

Fractional CTO CTO Coach Software Engineering Serverless 242

TechCrunch

JUNE 1, 2022

Ethan Batraski is a partner at Venrock and focuses on data infrastructure, open source and developer tools. Each system comes with different performance needs, including high availability, horizontal scale, distributed consistency, failover protection, partition tolerance and being serverless and fully managed. Ethan Batraski.

Serverless 245

Serverless Enterprise Microservices Open Source 245

AWS Machine Learning - AI

APRIL 23, 2024

Here are some features which we will cover: AWS CloudFormation support Private network policies for Amazon OpenSearch Serverless Multiple S3 buckets as data sources Service Quotas support Hybrid search, metadata filters, custom prompts for the RetreiveAndGenerate API, and maximum number of retrievals.

Knowledge Base 125

Knowledge Base Scalability Applications Generative AI 125

AWS Machine Learning - AI

NOVEMBER 7, 2024

The solution presented in this post takes approximately 15–30 minutes to deploy and consists of the following key components: Amazon OpenSearch Service Serverless maintains three indexes : the inventory index, the compatible parts index, and the owner manuals index. For more details, see create and configure agent manually.

Lambda 126

Lambda Enterprise Automotive Knowledge Base 126

AWS Machine Learning - AI

AUGUST 5, 2024

Prerequisites To implement the solution provided in this post, you should have the following: An active AWS account and familiarity with FMs, Amazon Bedrock, and OpenSearch Serverless. He specializes in generative AI, machine learning, and system design. An S3 bucket where your documents are stored in a supported format (.txt,md,html,doc/docx,csv,xls/.xlsx,pdf).

Knowledge Base 123

Knowledge Base AWS Generative AI Artificial Inteligence 123

Dzone - DevOps

MARCH 17, 2023

Fargate vs. Lambda has recently been a trending topic in the serverless space. Fargate and Lambda are two popular serverless computing options available within the AWS ecosystem. While both tools offer serverless computing, they differ regarding use cases, operational boundaries, runtime resource allocations, price, and performance.

Lambda 98

Lambda Serverless AWS Microservices 98

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

AWS Machine Learning - AI

NOVEMBER 6, 2024

The challenge: Enabling self-service cloud governance at scale Hearst undertook a comprehensive governance transformation for their Amazon Web Services (AWS) infrastructure. Oleg Chugaev is a Principal Solutions Architect and Serverless evangelist with 20+ years in IT, holding multiple AWS certifications.

Generative AI 106

Generative AI Government Technical Review Innovation 106

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. Most (90%+) respondent organizations expect to increase their usage of cloud-based infrastructure. All told, we received 1,283 responses.

Cloud 144

Cloud Microservices Serverless Survey 144

CIO

APRIL 11, 2024

But with Amazon Web Services (31%), Microsoft Azure (24%), and Google Cloud Platform (11%) accounting for two thirds of the worldwide market, according to Synergy Research Group, Oracle Cloud Infrastructure (OCI) remains distantly behind the behemoths, leaving many to question whether Oracle’s cloud gains are enough to make it a contender.

Enterprise 187

Enterprise Artificial Inteligence Cloud Azure 187

AWS Machine Learning - AI

FEBRUARY 9, 2024

Because 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. For more information, refer to Building a Multi-Tenant SaaS Solution Using AWS Serverless Services.

Lambda 143

Lambda Generative AI AWS Microservices 143

AWS Machine Learning - AI

MARCH 3, 2025

You can also use this model with Amazon SageMaker JumpStart , a machine learning (ML) hub that provides access to algorithms and models that can be deployed with one click for running inference. The results of the search include both serverless models and models available in Amazon Bedrock Marketplace. Preston Tuggle is a Sr.

Insurance 95

Insurance AWS eCommerce Software Review 95

CTOvision

JUNE 21, 2019

Algorithmia’s serverless infrastructure is custom built to host scalable AI models and advanced algorithms. Add your code and Algorithmia automatically generates API pipelines for hassle-free deployment and maintenance-free scalability. Today more than 55,000 developers have access to a […].

Artificial Inteligence 67

Artificial Inteligence Machine Learning Serverless Scalability 67

O'Reilly Media - Ideas

JANUARY 8, 2019

From infrastructure to tools to training, Ben Lorica looks at what’s ahead for data. In a recent O’Reilly survey , we found that the skills gap remains one of the key challenges holding back the adoption of machine learning. Cloud for data infrastructure. Continuing investments in (emerging) data technologies.

Trends 109

Trends Data Artificial Inteligence Machine Learning 109