AWS Machine Learning - AI

NOVEMBER 21, 2024

Audio and video segmentation provides a structured way to gather this detailed feedback, allowing models to learn through reinforcement learning from human feedback (RLHF) and supervised fine-tuning (SFT). The path to creating effective AI models for audio and video generation presents several distinct challenges.

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AWS Machine Learning - AI

SEPTEMBER 26, 2024

Video generation has become the latest frontier in AI research, following the success of text-to-image models. This text-to-video API generates high-quality, realistic videos quickly from text and images. When extended to videos, this iterative process must be applied to multiple frames, multiplying the computational load.

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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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Generative AI AWS 3D Video 118

Altexsoft

AUGUST 12, 2020

This article describes IoT through its architecture, layer to layer. Before we go any further, it’s worth pointing out that there is no single, agreed-upon IoT architecture. It varies in complexity and number of architectural layers depending on a particular business task. Let’s see how everyday magic works behind the scenes.

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AWS Machine Learning - AI

NOVEMBER 13, 2024

In the context of generative AI , significant progress has been made in developing multimodal embedding models that can embed various data modalities—such as text, image, video, and audio data—into a shared vector space. The AWS Command Line Interface (AWS CLI) installed on your machine to upload the dataset to Amazon S3.

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CIO

MAY 30, 2024

As enterprises increasingly embrace serverless computing to build event-driven, scalable applications, the need for robust architectural patterns and operational best practices has become paramount. Thus, organizations can create flexible and resilient serverless architectures. Better fault tolerance is a major differentiator here.

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AWS Machine Learning - AI

OCTOBER 15, 2024

In the following sections, we walk you through constructing a scalable, serverless, end-to-end Public Speaking Mentor AI Assistant with Amazon Bedrock, Amazon Transcribe , and AWS Step Functions using provided sample code. A simple web portal created using Streamlit to upload audio and video recordings. Sonnet on Amazon Bedrock.

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Generative AI Virtualization Technical Advisors AWS 120

Linux Academy

NOVEMBER 7, 2019

One of the most common questions people ask us is, “Do I need to have an IT background to start using AWS?” Knowing how networking works, and being familiar with the client-server model will help you understand the ins and outs of AWS, but what if you need something even more basic than that? AWS in non-technical terms.

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Honeycomb

NOVEMBER 28, 2022

Today, we’re announcing the expansion of Honeycomb integrations with various AWS services. This update now covers a much wider swath of AWS services, makes it easier to integrate your AWS stack with Honeycomb, and with our new BubbleUp enhancements , you’ll be identifying and debugging hidden issues in your AWS stack faster than ever.

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AWS Machine Learning - AI

MAY 15, 2024

In this blog post, we describe the architectural and operational details of how Amazon Ads implemented its generative AI-powered image creation solution on AWS. Next, we present the solution architecture and process flows for machine learning (ML) model building, deployment, and inferencing.

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Generative AI Artificial Inteligence Advertising Technical Review 128

AWS Machine Learning - AI

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. While Generative AI can create highly realistic content, including text, images, and videos, it can also generate outputs that appear plausible but are verifiably incorrect.

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Generative AI Artificial Inteligence Systems Review Software Review 134

Mentormate

MAY 12, 2020

As specified in the AWS Well-Architected framework , there are five distinct pillars in this regard: Operational Excellence, Security, Reliability, Performance Efficiency, and Cost Optimization. AWS Tagging Strategy. A recommended first step in optimizing cost is making use of AWS Tags. AWS Cost Explorer. AWS Budgets.

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Linux Academy

AUGUST 13, 2019

Getting AWS certified can be a daunting task, but luckily we’re in your corner and we’re going to help you pass. We offer tons of AWS content for the different exams, but this month the Cloud Practitioner will be our focus. First, you should determine why you want to get AWS certified. AWS’ own recommendations.

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Apiumhub

APRIL 9, 2019

Staying up-to-date with the latest developments is vital, especially when it comes to software architecture and development. But, when it comes to software architecture events, it is quite noticeable that there are not so many out there, especially those that are worth attending year after year. AWS Serverless hero. Web: [link].

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Architecture Software Serverless Conference 75

CIO

APRIL 4, 2024

Then, he decommissioned all 24 of the office’s legacy, in-house systems and migrated them to cloud platforms, including Salesforce CRM, Microsoft Azure, Office 365, AWS, and Box.com, enabling employees to securely access information from any device from anywhere.

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Programming Artificial Inteligence Systems Review Video 167

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. This post covers how to integrate Amazon Q Business into your enterprise setup.

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Linux Academy

JANUARY 1, 2020

We discuss architectural requirements and principles of Big Data infrastructures and the intersection of cloud computing. AWS Essentials. AWS Essentials. AWS Essentials is a course for anyone completely new to AWS; no prior experience needed. AWS Concepts. Why do we use AWS? DevOps Essentials.

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AWS Machine Learning - AI

JULY 30, 2024

In today’s digital landscape, the demand for audio and video content is skyrocketing. From product documentation in video format to podcasts replacing traditional blog posts, content creators are exploring diverse channels to reach a wider audience. Solution overview Mediasearch Q Business is straightforward to install and try out.

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Media Lambda AWS Video 109

AWS Machine Learning - AI

MAY 9, 2024

Verisk’s FAST platform is a leader in the life insurance and retirement sector, providing enhanced efficiency and flexible, easily upgradable architecture. In this post, we describe the development of the customer support process in FAST incorporating generative AI, the data, the architecture, and the evaluation of the results.

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Generative AI Artificial Inteligence Technical Review Development Team Review 127

Blue Sentry

OCTOBER 4, 2023

AWS Event-Driven Architecture Overview Hi, I’m Todd Bernson – CTO at Blue Sentry Cloud and an AWS Ambassador with 12 AWS certifications. In this installment, I’ll be breaking down another common Cloud-native application architecture. AWS provides serverless compute in the form of AWS Lambda.

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AWS Architecture Lambda Cloud 52

Kentik

JUNE 7, 2023

Regardless of the catalyst (and despite a number of benefits), one outcome is always the same: limited visibility into end-to-end performance across AWS, Azure, GCP, and on-prem. Centralized logs from AWS Transit Gateways don’t require access to flow logs for every attached VPC. What are Flow Logs and AWS Transit Gateways?

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Google Cloud AWS Cloud Network 97

Hacker Earth Developers Blog

JUNE 7, 2020

It involves designing elements of a system, such as architecture, modules, components (and their interfaces), and data. . Architectural design: Describes the views, models, behavior, and structure of the system. However, we all know how hard it can be to conduct system design interviews even on a video call. to FaceCode.

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System Design System AWS Architecture 130

Hacker Earth Developers Blog

JUNE 7, 2020

It involves designing elements of a system, such as architecture, modules, components (and their interfaces), and data. . Architectural design: Describes the views, models, behavior, and structure of the system. However, we all know how hard it can be to conduct system design interviews even on a video call. to FaceCode.

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System Design System AWS Architecture 130

Linux Academy

JANUARY 30, 2020

AWS Cloud Services and Infrastructure – Cost Optimization Deep Dive. We discuss architectural requirements and principles of Big Data infrastructures and the intersection of cloud computing. AWS Essentials. AWS Essentials. AWS Essentials is a course for anyone completely new to AWS; no prior experience needed.

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Linux Course AWS Google Cloud 29

AWS Machine Learning - AI

MARCH 14, 2024

In this post we highlight how the AWS Generative AI Innovation Center collaborated with the AWS Professional Services and PGA TOUR to develop a prototype virtual assistant using Amazon Bedrock that could enable fans to extract information about any event, player, hole or shot level details in a seamless interactive manner.

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ParkMyCloud

FEBRUARY 6, 2020

When it comes to AWS training resources, there’s no shortage of information out there. Considering the wide range of videos, tutorials, blogs, and more, it’s hard knowing where to look or how to begin. Finding the best resource depends on your learning style, your needs for AWS, and getting the most updated information available.

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AWS Machine Learning - AI

MAY 7, 2024

Solution overview The entire infrastructure of the solution is provisioned using the AWS Cloud Development Kit (AWS CDK), which is an infrastructure as code (IaC) framework to programmatically define and deploy AWS resources. AWS CDK version 2.0 AWS CDK version 2.0

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Artificial Inteligence Meeting AWS Generative AI 128

Linux Academy

MARCH 27, 2019

Instead of simply watching videos, Hands-On Labs deploy real environments with scenarios for you to complete. Keep in mind that we have a library of over 600 Hands-On Labs across many categories such as Azure, AWS, Google Cloud, Linux, DevOps, Containers, Security, and more. access keys, passwords, etc.) access keys, passwords, etc.)

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CTOvision

FEBRUARY 17, 2015

As enterprise IT architectures are becoming more open and flexible to accommodate new tools, data types and data volumes, Cloudera Impala has seen rapid adoption among organizations of all sizes, including over one million open source downloads and hundreds of Cloudera customers,” said Tim Stevens, VP business and corporate development, Cloudera.

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Big Data Analytics AWS Data 109

CIO

JANUARY 31, 2024

Use more efficient processes and architectures Boris Gamazaychikov, senior manager of emissions reduction at SaaS provider Salesforce, recommends using specialized AI models to reduce the power needed to train them. “Is AWS also has models to reduce data processing and storage, and tools to “right size” infrastructure for AI application.

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Sustainability Data Center Energy Artificial Intelligence 202

O'Reilly Media - Ideas

MAY 19, 2020

Live online training, videos, books, certification prep, and more, from O’Reilly and our partner publishers. AWS is far and away the cloud leader, followed by Azure (at more than half of share) and Google Cloud. But most Azure and GCP users also use AWS; the reverse isn’t necessarily true. Amazon and AWS Ascendant.

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Cloud Microservices Serverless Survey 144

Stackery

SEPTEMBER 3, 2019

For those of you who joined a session or two, we hope you enjoyed the light, topical quippage from stellar hosts: AM Grobelny and Eric Johnson from AWS and Stackery’s Chase Douglas , Sam Goldstein , and Danielle Heberling. SSS: Serverless Confidence, AWS Proficiency. SSS Cliff’s Notes + AWS Product Glossary.

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AWS Machine Learning - AI

JUNE 12, 2024

The following diagram illustrates the solution architecture. This solution uses an Amazon Cognito user pool as an OAuth-compatible identity provider (IdP), which is required in order to exchange a token with AWS IAM Identity Center and later on interact with the Amazon Q Business APIs. A VPC where you will deploy the solution.

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AWS Machine Learning - AI

APRIL 2, 2024

The Solar Mini Chat model is based on Solar 10.7B , with a 32-layer Llama 2 structure, and initialized with pre-trained weights from Mistral 7B compatible with the Llama 2 architecture. This model requires an AWS Marketplace subscription. You can also watch the following video, Try ‘Solar’ with Amazon SageMaker.

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Artificial Inteligence CTO AWS Software Review 121

Linux Academy

DECEMBER 1, 2019

AWS Essentials. AWS Concepts. We discuss architectural requirements and principles of Big Data infrastructures and the intersection of cloud computing. AWS Essentials. AWS Essentials. AWS Essentials is a course for anyone completely new to AWS; no prior experience needed. AWS Concepts.

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AWS Machine Learning - AI

JUNE 26, 2024

This post is a follow-up to Generative AI and multi-modal agents in AWS: The key to unlocking new value in financial markets. The following video demonstrates an AI-powered assistant in Agents for Amazon Bedrock in action. The following diagram illustrates the technical architecture.

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AWS Machine Learning - AI

NOVEMBER 27, 2024

Custom orchestrator overview Implemented by users as an AWS Lambda function, the Amazon Bedrock Agents custom orchestrator offers granular control over task planning, completion, and verification. Events are passed in the response schema from AWS Lambda to Amazon Bedrock Agents. The following diagram shows the agent architecture.

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