Build a scalable machine learning pipeline for ultra-high resolution medical images using Amazon SageMaker

By Dustin Ward

AWS FeedBuild a scalable machine learning pipeline for ultra-high resolution medical images using Amazon SageMaker Neural networks have proven effective at solving complex computer vision tasks such as object detection, image similarity, and classification. With the evolution of low-cost GPUs, the computational cost of building and deploying a neural network has drastically reduced. However, most…

Amazon Athena adds built-in support for cross-account AWS Glue Data Catalogs

By Dustin Ward

AWS FeedAmazon Athena adds built-in support for cross-account AWS Glue Data Catalogs Amazon Athena users can now query databases and tables across AWS accounts through built-in support for AWS Glue Data Catalogs in other AWS accounts. Customers need a central data catalog to enable analysts and data scientists to access their data lake without the complexity of…

How Imperva uses Amazon Athena for machine learning botnets detection

By Dustin Ward

AWS FeedHow Imperva uses Amazon Athena for machine learning botnets detection This is a guest post by Ori Nakar, Principal Engineer at Imperva. In their own words, “Imperva is a large cyber security company and an AWS Partner Network (APN) Advanced Technology Partner, who protects web applications and data assets. Imperva protects over 6,200 enterprises…