Tag: Foundational (100)
Improve performance of workloads containing repetitive scan filters with multidimensional data layout sort keys in Amazon Redshift
Amazon Redshift, a widely used cloud data warehouse, has evolved significantly to meet the performance requirements of the most demanding workloads. This post covers one such new [more…]
Customize Amazon Textract with business-specific documents using Custom Queries
Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from scanned documents. Queries is a feature that enables you to extract [more…]
Build multi-layer maps in Amazon OpenSearch Service
With the release of Amazon OpenSearch Service 2.5, you can create maps with multiple layers to visualize your geographical data. You can build each layer from a [more…]
Prepare your data for Amazon Personalize with Amazon SageMaker Data Wrangler
A recommendation engine is only as good as the data used to prepare it. Transforming raw data into a format that is suitable for a model is [more…]
MDaudit uses AI to improve revenue outcomes for healthcare customers
MDaudit provides a cloud-based billing compliance and revenue integrity software as a service (SaaS) platform to more than 70,000 healthcare providers and 1,500 healthcare facilities, ensuring healthcare [more…]
Using Experian identity resolution with AWS Clean Rooms to achieve higher audience activation match rates
This is a guest post co-written with Tyler Middleton, Experian Senior Partner Marketing Manager, and Jay Rakhe, Experian Group Product Manager. As the data privacy landscape continues [more…]
Deploy Amazon OpenSearch Serverless with Terraform
Amazon OpenSearch Serverless provides the search and analytical functionality of OpenSearch without the manual overhead of configuring, managing, and scaling OpenSearch clusters. It automatically scales the resources [more…]
Monitoring Amazon OpenSearch Serverless using AWS User Notifications
Amazon OpenSearch Serverless is a serverless deployment option for Amazon OpenSearch Service that makes it simple for you to run search and analytics workloads without having to [more…]
Try semantic search with the Amazon OpenSearch Service vector engine
Amazon OpenSearch Service has long supported both lexical and vector search, since the introduction of its kNN plugin in 2020. With recent developments in generative AI, including [more…]
Accelerate business outcomes with 70% performance improvements to data processing, training, and inference with Amazon SageMaker Canvas
Amazon SageMaker Canvas is a visual interface that enables business analysts to generate accurate machine learning (ML) predictions on their own, without requiring any ML experience or [more…]
Use Stable Diffusion XL with Amazon SageMaker JumpStart in Amazon SageMaker Studio
Today we are excited to announce that Stable Diffusion XL 1.0 (SDXL 1.0) is available for customers through Amazon SageMaker JumpStart. SDXL 1.0 is the latest image [more…]
Llama 2 foundation models from Meta are now available in Amazon SageMaker JumpStart
Today, we are excited to announce that Llama 2 foundation models developed by Meta are available for customers through Amazon SageMaker JumpStart. The Llama 2 family of [more…]
Amazon OpenSearch Service’s vector database capabilities explained
OpenSearch is a scalable, flexible, and extensible open-source software suite for search, analytics, security monitoring, and observability applications, licensed under the Apache 2.0 license. It comprises a [more…]
Accelerate onboarding and seamless integration with ThoughtSpot using Amazon Redshift partner integration
Amazon Redshift is a fast, petabyte-scale cloud data warehouse that makes it simple and cost-effective to analyze all of your data using standard SQL. Tens of thousands [more…]
SambaSafety automates custom R workload, improving driver safety with Amazon SageMaker and AWS Step Functions
At SambaSafety, their mission is to promote safer communities by reducing risk through data insights. Since 1998, SambaSafety has been the leading North American provider of cloud–based [more…]
Accelerate machine learning time to value with Amazon SageMaker JumpStart and PwC’s MLOps accelerator
This is a guest blog post co-written with Vik Pant and Kyle Bassett from PwC. With organizations increasingly investing in machine learning (ML), ML adoption has become [more…]
Unlock Insights from your Amazon S3 data with intelligent search
Amazon Kendra is an intelligent search service powered by machine learning (ML). Amazon Kendra reimagines enterprise search for your websites and applications so your employees and customers [more…]
Amazon SageMaker with TensorBoard: An overview of a hosted TensorBoard experience
Today, data scientists who are training deep learning models need to identify and remediate model training issues to meet accuracy targets for production deployment, and require a [more…]
How Sleepme uses Amazon SageMaker for automated temperature control to maximize sleep quality in real time
This is a guest post co-written with Trey Robinson, CTO at Sleepme Inc. Sleepme is an industry leader in sleep temperature management and monitoring products, including an [more…]
Run your local machine learning code as Amazon SageMaker Training jobs with minimal code changes
We recently introduced a new capability in the Amazon SageMaker Python SDK that lets data scientists run their machine learning (ML) code authored in their preferred integrated [more…]
Alexa Smart Properties creates value for hospitality, senior living, and healthcare properties with Amazon QuickSight Embedded
This is a guest post by Preet Jassi from Alexa Smart Properties. Alexa Smart Properties (ASP) is powered by a set of technologies that property owners, property [more…]
