This article explains howShapley values, a method used in game theory to fairly distribute gains and costs to actors working in a coalition, can be used to interpret a machine learning model. - The Shapley value is a method used in game theory to fairly distribute gains and costs to actors working i.. read more  

Object detection is an important computer vision task used in various applications such as self-driving cars, robotics, and video surveillance. - Convolutional neural networks are the best method for object detection. - YOLO (You Only Look Once) is one of the most popular neural networks used for ob.. read more  

Amazon Web Services (AWS) is providing a "more holistic enterprise AI offering than anything I've seen from any other provider," according toMoor Insights & Strategy founder Patrick Moorhead. AWS has introduced several B2B-focused AI products, includingAmazon Bedrock, two new large language models .. read more  

- The Fedora Cloud SIG has updated the image publishing configuration for Fedora Linux AWS images to use the latest generation storage option and simplify the image listings. - This involvesreplacing gp2 storage with gp3 storage by defaultfor new images and removing standard storage from new images... read more  

AWS Amplifyhas launched two new features for Amplify Studio Form Builder, including Storage Manager and Relationship support. - Storage Manager allows users to upload files through their cloud-connected forms and automatically save the files to the S3 bucket - Relationship support allows forms to co.. read more  

AWS is launchingAmazon FinSpace with Managed kdb Insights, a new capability that simplifies the configuration, management, and running of kdb Insights on AWS. - Financial services companies rely on high-performance queries on real-time and historical market data for competitive advantage, and have b.. read more  

AWS senior managerTommie Francishas said for the cloud to realize its full potential, customers must have sovereignty over their data. Francis told the 2023 ITWeb Security Summit in Johannesburg and Cape Town, that AWS, which was the only major cloud provider to initially allow customers control ov.. read more  

AWS' Nitro System, the underlying platform for all AWS compute instances, has been independently audited by cybersecurity consulting firmNCC Group, which found "no gaps in the Nitro System that would compromise AWS security claims". The Nitro System's unique architecture protects customer data duri.. read more  

This article explains how to use versioning and cache-control HTTP headers to optimize caching for Single Page Applications (SPAs) deployed through Amazon CloudFront and Amazon Simple Storage Service (Amazon S3). - SPAs have conflicting requirements: low latency for users, instant deploys, and reli.. read more  

AWS customers who prefer to host their own email solutions over using fully managed services like Amazon WorkMail can face challenges running open source mail servers. In a blog post, Amazon Web Services details how it is using AWS CloudFormation templates to integrateMail-in-a-Box, offering functi.. read more