AWS News Blog

Category: Artificial Intelligence

New – Train Custom Document Classifiers with Amazon Comprehend

gives you the power to process natural-language text at scale (read my introductory post, Amazon Comprehend – Continuously Trained Natural Language Processing, to learn more). After launching late 2017 with support for English and Spanish, we have added customer-driven features including Asynchronous Batch Operations, Syntax Analysis, support for additional languages (French, German, Italian, and Portuguese), […]

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Learn about AWS – November AWS Online Tech Talks

AWS Online Tech Talks are live, online presentations that cover a broad range of topics at varying technical levels. Join us this month to learn about AWS services and solutions. We’ll have experts online to help answer any questions you may have. Featured this month! Check out the tech talks: Virtual Hands-On Workshop: Amazon Elasticsearch Service […]

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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 […]

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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 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 covered it […]

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

Today I’m excited to announce that 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 in 2017 and my colleague, Tara, wrote about the service in depth. Since the initial preview, we’ve […]

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Amazon Kinesis Video Streams Adds Support For HLS Output Streams

Today I’m excited to announce and demonstrate the new HTTP Live Streams (HLS) output feature for (KVS). If you’re not already familiar with KVS, Jeff covered the release for in 2017. In short, Amazon Kinesis Video Streams is a service for securely capturing, processing, and storing video for analytics and machine learning – from one […]

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AWS Online Tech Talks – July 2018

Join us this month to learn about AWS services and solutions featuring topics on Amazon EMR, Amazon SageMaker, AWS Lambda, Amazon S3, Amazon WorkSpaces, Amazon EC2 Fleet and more! We also have our third episode of the “How to re:Invent” where we’ll dive deep with the AWS Training and Certification team on Bootcamps, Hands-on Labs, […]

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Amazon Comprehend Launches Asynchronous Batch Operations

My colleague Jeff Barr last wrote about , a service for discovering insights and relationships in text, when it launched at in 2017. Today, after iterating on customer feedback, we’re releasing a new asynchronous batch inferencing feature for Comprehend. Asynchronous batch operations work on documents stored in buckets and can perform all of the normal […]

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