AWS News Blog

New – Provisioned Throughput for Amazon Elastic File System (EFS)

Amazon Elastic File System (Amazon EFS) lets you create petabyte-scale file systems that can be accessed in massively parallel fashion from hundreds or thousands of Amazon Elastic Compute Cloud (Amazon EC2) servers and on-premises resources, scaling on demand without disrupting applications. Behind the scenes, storage is distributed across multiple Availability Zones and redundant storage servers […]

Thoughts On Machine Learning Accuracy

This blog shares some brief thoughts on machine learning accuracy and bias. Let’s start with some comments about a recent ACLU blog in which they ran a facial recognition trial. Using Rekognition, the ACLU built a face database using 25,000 publicly available arrest photos and then performed facial similarity searches on that database using public […]

Amazon SageMaker Adds Batch Transform Feature and Pipe Input Mode for TensorFlow Containers

At the New York Summit a few days ago we launched two new Amazon SageMaker features: a new batch inference feature called Batch Transform that allows customers to make predictions in non-real time scenarios across petabytes of data and Pipe Input Mode support for TensorFlow containers. SageMaker remains one of my favorite services and we’ve […]

Amazon Translate Adds Support for Japanese, Russian, Italian, Traditional Chinese, Turkish, and Czech

Today I’m excited to announce that Amazon Translate has added support for Japanese, Russian, Italian, Traditional Chinese, Turkish, and Czech! Amazon Translate is a translation API that delivers fast, high-quality, and affordable language translation. Translate was originally released in preview at AWS re:Invent in 2017 and my colleague, Tara, wrote about the service in depth. Since […]