AWS Machine Learning - AI

AUGUST 28, 2024

This post demonstrates how to seamlessly automate the deployment of an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and the AWS Cloud Development Kit (AWS CDK), enabling organizations to quickly set up a powerful question answering system. The AWS CDK already set up. txt,md,html,doc/docx,csv,xls/.xlsx,pdf).

Knowledge Base 86

Knowledge Base AWS Generative AI Artificial Inteligence 86

AWS Machine Learning - AI

MARCH 7, 2025

An AWS Batch job reads these documents, chunks them into smaller slices, then creates embeddings of the text chunks using the Amazon Titan Text Embeddings model through Amazon Bedrock and stores them in an Amazon OpenSearch Service vector database. Ryan Doty is a Solutions Architect Manager at AWS, based out of New York.

Generative AI 73

Generative AI Technical Review Insurance Policies 73

AWS Machine Learning - AI

JULY 15, 2024

Years ago, Mixbook undertook a strategic initiative to transition their operational workloads to Amazon Web Services (AWS) , a move that has continually yielded significant advantages. The data intake process involves three macro components: Amazon Aurora MySQL-Compatible Edition , Amazon S3, and AWS Fargate for Amazon ECS.

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Generative AI Artificial Inteligence AWS Technical Review 115

AWS Machine Learning - AI

OCTOBER 24, 2024

These agents work with AWS managed infrastructure capabilities and Amazon Bedrock , reducing infrastructure management overhead. The agent can recommend software and architecture design best practices using the AWS Well-Architected Framework for the overall system design. What are some S3 best practices?

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Generative AI Artificial Inteligence Applications Knowledge Base 89

AWS Machine Learning - AI

AUGUST 1, 2024

To address this challenge, AWS recently announced the preview of Amazon Bedrock Custom Model Import , a feature that you can use to import customized models created in other environments—such as Amazon SageMaker , Amazon Elastic Compute Cloud (Amazon EC2) instances, and on premises—into Amazon Bedrock.

Artificial Inteligence 116

Artificial Inteligence Generative AI AWS Artificial Intelligence 116

O'Reilly Media - Ideas

JUNE 4, 2019

AWS Security Fundamentals , July 15. AWS Certified Security - Specialty Crash Course , July 25-26. Systems engineering and operations. AWS Access Management , June 6. How Routers Really Work: Network Operating Systems and Packet Switching , June 21. AWS Certified Big Data - Specialty Crash Course , June 26-27.

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Course Training Artificial Inteligence Software Review 94

AWS Machine Learning - AI

SEPTEMBER 30, 2024

The import job copies all the model artifacts from the user’s account into an AWS managed S3 bucket. When the import job is complete, the fine-tuned model is made available for invocation from your AWS account. Additionally, all data (including the model) remains within the selected AWS Region. This is an asynchronous method.

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Artificial Inteligence Generative AI AWS Software Review 82

O'Reilly Media - Ideas

FEBRUARY 11, 2019

At Strata Data San Francisco, Netflix , Intuit , and Lyft will describe internal systems designed to help users understand the evolution of available data resources. Building a Serverless Big Data Application on AWS”. AI and Data technologies in the cloud. Streaming and realtime analytics.

Big Data 108

Big Data Technology Tools Cloud 108

O'Reilly Media - Ideas

MAY 1, 2019

Reinforcement Learning: Building Recommender Systems , June 17. Fundamentals of Machine Learning with AWS , June 19. Building Machine Learning Models with AWS Sagemaker , June 20. Inside Unsupervised Learning: Generative Models and Recommender Systems , June 26. Design Patterns Boot Camp , July 1-2.

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O'Reilly Media - Ideas

JUNE 5, 2019

AWS Security Fundamentals , July 15. AWS Certified Security - Specialty Crash Course , July 25-26. Systems engineering and operations. AWS Access Management , June 6. How Routers Really Work: Network Operating Systems and Packet Switching , June 21. AWS Certified Big Data - Specialty Crash Course , June 26-27.

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Course Training Artificial Inteligence Software Review 71

Lacework

DECEMBER 7, 2022

As a result, traditional systems designed to provide network visibility, security, and compliance are ineffective when it comes to the cloud. Customers have demanded that clouds be highly configurable, and cloud providers have certainly listened — AWS alone offers over 200 of these services. So, what is CSPM?

Software Review 98

Software Review Compliance Weak Development Team Systems Review 98

Modus Create

APRIL 27, 2020

In many cases, this layer could exist in the cloud as redirects or services like serverless compute. Good examples are AWS Lambda or Cloudflare Workers. Serverless on the Edge or CDN is a great choice as it comes with extremely low latency of around 30ms worldwide. Use a Design System. Bring in the tests.

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Technical Review Software Review Quality Assurance Systems Review 65

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Generative AI on AWS can transform user experiences for customers while maintaining brand consistency and your desired customization. Here, we also prompted the LLM to use the company logo (which is the unicorn of AWS GameDay ) to demonstrate incorporating existing design elements into the design.

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Generative AI Artificial Inteligence Fractional CTO Guidelines 113

O'Reilly Media - Ideas

JANUARY 25, 2022

AWS,” “Azure,” and “cloud” were also among the most common words (all in the top 1%), again showing that our audience is highly interested in the major cloud platforms. Finally, last year we observed that serverless appeared to be keeping pace with microservices. Units viewed and year-over-year growth for software development topics.

Trends 119

Trends Technical Review Technology Artificial Inteligence 119

O'Reilly Media - Ideas

JANUARY 25, 2021

Because we’re doing simple pattern matching against titles, usage for “AWS security” is a subset of the usage for “security.” We’ll be working with microservices and serverless/functions-as-a-service in the cloud for a long time–and these are inherently concurrent systems. serverless, a.k.a. FaaS, a.k.a.

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Programming Cloud Artificial Inteligence Machine Learning 145