AWS Machine Learning - AI

MARCH 3, 2025

Hybrid architecture with AWS Local Zones To minimize the impact of network latency on TTFT for users regardless of their locations, a hybrid architecture can be implemented by extending AWS services from commercial Regions to edge locations closer to end users. Next, create a subnet inside each Local Zone. Amazon Linux 2).

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AWS Machine Learning - AI

NOVEMBER 7, 2024

The workflow includes the following steps: Documents (owner manuals) are uploaded to an Amazon Simple Storage Service (Amazon S3) bucket. x or later The AWS CDK CLI installed Deploy the solution The following steps outline the process to deploying the solution using the AWS CDK. The following diagram illustrates how it works.

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AWS Machine Learning - AI

JANUARY 13, 2025

Amazon Q Business as a web experience makes AWS best practices readily accessible, providing cloud-centered recommendations quickly and making it straightforward to access AWS service functions, limits, and implementations. The following demos are examples of what the Amazon Q Business web experience looks like.

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AWS Machine Learning - AI

NOVEMBER 21, 2024

We guide you through deploying the necessary infrastructure using AWS CloudFormation , creating an internal labeling workforce, and setting up your first labeling job. Solution overview This audio/video segmentation solution combines several AWS services to create a robust annotation workflow. We demonstrate how to use Wavesurfer.js

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Kaseya

MAY 13, 2021

As the name suggests, a cloud service provider is essentially a third-party company that offers a cloud-based platform for application, infrastructure or storage services. In a public cloud, all of the hardware, software, networking and storage infrastructure is owned and managed by the cloud service provider. What Is a Public Cloud?

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AWS Machine Learning - AI

NOVEMBER 22, 2023

Yes, the AWS re:Invent season is upon us and as always, the place to be is Las Vegas! are the sessions dedicated to AWS DeepRacer ! Generative AI is at the heart of the AWS Village this year. You marked your calendars, you booked your hotel, and you even purchased the airfare. And last but not least (and always fun!)

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AWS Machine Learning - AI

APRIL 22, 2025

To address these challenges, Infosys partnered with Amazon Web Services (AWS) to develop the Infosys Event AI to unlock the insights generated during events. The services used in the solution are granted least-privilege permissions through AWS Identity and Access Management (IAM) policies for security purposes.

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AWS Machine Learning - AI

MARCH 7, 2024

However, Amazon Bedrock and AWS Step Functions make it straightforward to automate this process at scale. Step Functions allows you to create an automated workflow that seamlessly connects with Amazon Bedrock and other AWS services. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow.

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AWS Machine Learning - AI

MARCH 20, 2025

Our partnership with AWS and our commitment to be early adopters of innovative technologies like Amazon Bedrock underscore our dedication to making advanced HCM technology accessible for businesses of any size. We are thrilled to partner with AWS on this groundbreaking generative AI project. John Canada, VP of Engineering at Asure.

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OverOps

SEPTEMBER 9, 2019

In this blog, Lorenzo Conti, Principal Implementation Engineer, OverOps and Artem Danielov, CTO, FlashGrid , share their experience with building an event capture system in AWS that spans three availability zones. The question our team faced was whether or not it’s possible to set up an Oracle RAC database in AWS.

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AWS Machine Learning - AI

APRIL 30, 2024

This outcome is achieved with a combination of AWS IAM Identity Center and Amazon Q Business. Many AWS enterprise customers use Organizations, and have IAM Identity Center organization instances associated with them. Many AWS enterprise customers already have this configured for their IAM Identity Center organization instance.

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CIO

APRIL 25, 2024

This strategy alone — achieved with the DIY approach — was responsible for saving $300,000 when his team dug into expenses surrounding Google Cloud Platform log storage, resulting in his team moving the logs to a lower tier of cloud storage and rightsizing the data they retain to adhere to retention requirements.

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Xebia

DECEMBER 16, 2024

Graphs visually represent the relationships and dependencies between different components of an application, like compute, data storage, messaging and networking. The first demo app does not have a database yet, but we will add it later.) Applications One of the key features of Radius is the Application graph.

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AWS Machine Learning - AI

DECEMBER 18, 2024

Prerequisites Before proceeding, make sure that you have the necessary AWS account permissions and services enabled, along with access to a ServiceNow environment with the required privileges for configuration. AWS Have an AWS account with administrative access. For AWS Secrets Manager secret, choose Create and add a new secret.

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AWS Machine Learning - AI

FEBRUARY 25, 2025

This post demonstrates how you can use Amazon Bedrock Agents to create an intelligent solution to streamline the resolution of Terraform and AWS CloudFormation code issues through context-aware troubleshooting. This setup makes sure that AWS infrastructure deployments using IaC align with organizational security and compliance measures.

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Lambda Generative AI AWS Software Review 64

Datavail

AUGUST 5, 2019

Costs can include licensing, hardware, storage, and personnel headcount (DBAs)—these costs are necessary to ensure databases are running optimally for higher productivity. AWS RDS Integration & Migration. Aurora supports up to 64TB of auto-scaling storage capacity. AWS RDS Console Access.

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Cloudera

SEPTEMBER 15, 2022

There are also newer AI/ML applications that need data storage, optimized for unstructured data using developer friendly paradigms like Python Boto API. Apache Ozone caters to both these storage use cases across a wide variety of industry verticals, some of which include: . Diversity of workloads. release version.

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AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we explore how to deploy distilled versions of DeepSeek-R1 with Amazon Bedrock Custom Model Import, making them accessible to organizations looking to use state-of-the-art AI capabilities within the secure and scalable AWS infrastructure at an effective cost. Watch this video demo for a step-by-step guide.

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Modus Create

AUGUST 25, 2020

The AWS Acme Instant Tunnel application is one of Modus Labs ’ open source and emerging technologies projects that is designed to solve one common issue facing developers. The CIS security best practices for AWS (4.1) A Quick Demo. A basic frontend demo can be found here. The Problem. Our Solution.

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OverOps

DECEMBER 17, 2019

Error information captured by the agent is placed into shared memory and sent to storage by the daemon process. Data Storage. After this process, your encrypted information is stored in the cloud (AWS). OverOps’ RAM consumption doesn’t affect the JVM that’s being monitored. Capped Network Overhead (< 50MB per hour).

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AWS Machine Learning - AI

AUGUST 26, 2024

AWS makes it possible for organizations of all sizes and developers of all skill levels to build and scale generative AI applications with security, privacy, and responsible AI. In this post, we dive into the architecture and implementation details of GenASL, which uses AWS generative AI capabilities to create human-like ASL avatar videos.

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AWS Machine Learning - AI

DECEMBER 22, 2023

Amazon Lex supplies the natural language understanding (NLU) and natural language processing (NLP) interface for the open source LangChain conversational agent embedded within an AWS Amplify website. Amazon Lex then invokes an AWS Lambda handler for user intent fulfillment.

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AWS Machine Learning - AI

MAY 31, 2024

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 the Amazon Web Services (AWS) tools without having to manage infrastructure. After you create the bucket, upload the.csv file to the bucket.

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Datavail

JUNE 22, 2023

This month, I had the opportunity to attend Amazon Web Services (AWS) Summit Toronto 2023 at the Metro Toronto Convention Center. The summit featured over 70 keynote presentations, breakout sessions, demos, and networking opportunities with AWS experts and partners. Here are some of the highlights that our team wanted to share!

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AWS Machine Learning - AI

OCTOBER 22, 2024

However, these approaches demand advanced AI expertise, high performance compute, fast storage access and can be prohibitively expensive for many organizations. The following demo provides a high-level, step-by-step guide to using Amazon SageMaker training jobs.

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AWS Machine Learning - AI

SEPTEMBER 12, 2024

Architecture The solution uses Amazon API Gateway , AWS Lambda , Amazon RDS, Amazon Bedrock, and Anthropic Claude 3 Sonnet on Amazon Bedrock to implement the backend of the application. Model deployment accounts – The LLMs offered by various vendors are hosted and operated by AWS in separate accounts dedicated for model deployment.

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AWS Machine Learning - AI

FEBRUARY 29, 2024

Knowledge Bases for Amazon Bedrock allows you to build performant and customized Retrieval Augmented Generation (RAG) applications on top of AWS and third-party vector stores using both AWS and third-party models. You can also use the StartIngestionJob API to trigger the sync via the AWS SDK.

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AWS Machine Learning - AI

JULY 2, 2024

For production use, it is recommended to use a more robust frontend framework such as AWS Amplify , which provides a comprehensive set of tools and services for building scalable and secure web applications. The knowledge base is pre-populated with transcript and metadata files stored in Amazon Simple Storage Service (Amazon S3).

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AWS Machine Learning - AI

SEPTEMBER 24, 2024

Working with the AWS Generative AI Innovation Center , DoorDash built a solution to provide Dashers with a low-latency self-service voice experience to answer frequently asked questions, reducing the need for live agent assistance, in just 2 months. “We You can deploy the solution in your own AWS account and try the example solution.

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AWS Machine Learning - AI

NOVEMBER 22, 2023

Prerequisites There are a few prerequisites to deploy the demo. You’ll need access to an AWS account with an access key or AWS Identity and Access Management (IAM) role with permissions to Amazon Bedrock and Amazon Location. Upon running the CLI, it will create a geospatial-agent-session-storage folder to store local data.

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AWS Machine Learning - AI

MARCH 27, 2024

This blog post discusses how BMC Software added AWS Generative AI capabilities to its product BMC AMI zAdviser Enterprise. Extract the stored mainframe metrics data from zAdviser, which is hosted in Amazon Elastic Compute Cloud (Amazon EC2) and deployed in AWS. Check out the BMC website to learn more and set up a demo.

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DevOps Enterprise Artificial Inteligence Generative AI 120

Confluent

APRIL 11, 2019

At Confluent, we see many of our customers are on AWS, and we’ve noticed that Amazon S3 plays a particularly significant role in AWS-based architectures. Unless a use case actively requires a specific database, companies use S3 for storage and process the data with Amazon Elastic MapReduce (EMR) or Amazon Athena.

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AWS Machine Learning - AI

FEBRUARY 8, 2024

The following demo recording highlights Agents and Knowledge Bases for Amazon Bedrock functionality and technical implementation details. Action groups are a set of APIs and corresponding business logic, whose OpenAPI schema is defined as JSON files stored in Amazon Simple Storage Service (Amazon S3).

Knowledge Base 140

Knowledge Base Insurance Lambda AWS 140

Prisma Clud

APRIL 23, 2025

Was the container running in a managed service like AWS Fargate or a self-managed cluster? Did the workload have access to sensitive databases or cloud storage? Schedule your demo today. To move at the speed of todays cloud, teams need expedient answers to essential questions: Where did it happen? Why did it happen?

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Confluent

MAY 22, 2019

We’ll also provide demo code so you can try it out for yourself. Stage three is the ongoing use of that data stored in a persistent storage system. Apache Kafka is not a replacement to MQTT, but since MQTT is not built for high scalability, longer storage, or easy integration to legacy systems, it complements Apache Kafka well.

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CloudSphere

NOVEMBER 30, 2023

AWS Graviton has emerged in the cloud computing space as a solution to these wants and needs. As a result, more and more people seem to be choosing AWS Graviton. In this article, you’ll find more information on AWS Graviton chips, as well as the top five reasons to consider them over Intel and AMD processors.

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AWS Open Source Architecture Cloud 52

Honeycomb

AUGUST 17, 2023

You can create a data lifecycle that handles long-term storage. I called mine ` ca-otel-demo-telemetry `. Create an S3-writable IAM account in AWS. Create an S3-writable IAM account in AWS. Should I create my own solution to this? Your mileage may vary. Create Amazon objects 1. Create an S3 bucket.

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