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Best practices for load testing Amazon SageMaker real-time inference endpoints

Amazon SageMaker is a fully managed machine learning (ML) service. With SageMaker, data scientists and developers can quickly and easily…

3 years ago

Sparse Features Support in BigQuery

IntroductionMost machine learning models require the input features to be in numerical format and if the features are in categorial…

3 years ago

Get smarter search results with the Amazon Kendra Intelligent Ranking and OpenSearch plugin

If you’ve had the opportunity to build a search application for unstructured data (i.e., wiki, informational web sites, self-service help…

3 years ago

Model hosting patterns in Amazon SageMaker, Part 1: Common design patterns for building ML applications on Amazon SageMaker

Machine learning (ML) applications are complex to deploy and often require the ability to hyper-scale, and have ultra-low latency requirements…

3 years ago

Processing W2 & Payslips is now even simpler with Document AI

Documents like payslips and W2s are crucial to processes such as employment and income verification for mortgage loans, personal loans,…

3 years ago

Best practices for creating Amazon Lex interaction models

Amazon Lex is an AWS service for building conversational interfaces into any application using voice and text, enabling businesses to…

3 years ago

Power recommendations and search using an IMDb knowledge graph – Part 3

This three-part series demonstrates how to use graph neural networks (GNNs) and Amazon Neptune to generate movie recommendations using the…

3 years ago

AWS positioned in the Leaders category in the 2022 IDC MarketScape for APEJ AI Life-Cycle Software Tools and Platforms Vendor Assessment

The recently published IDC MarketScape: Asia/Pacific (Excluding Japan) AI Life-Cycle Software Tools and Platforms 2022 Vendor Assessment positions AWS in…

3 years ago

How Thomson Reuters delivers personalized content subscription plans at scale using Amazon Personalize

This post is co-written by Hesham Fahim from Thomson Reuters. Thomson Reuters (TR) is one of the world’s most trusted…

3 years ago

Data architecture strategy for data quality

Poor data quality is one of the top barriers faced by organizations aspiring to be more data-driven. Ill-timed business decisions…

3 years ago