Author: Julien Simon

Launched at AWS re:Invent 2018, Amazon Sagemaker Ground Truth is a capability of Amazon SageMaker that makes it easy to annotate machine learning datasets. Customers can efficiently and accurately label image and text data with built-in workflows, or any other type of data with custom workflows. Data samples are automatically distributed to a workforce (private, […]

At the end of 2019, we launched a preview version of Amazon Kendra, a highly accurate and easy to use enterprise search service powered by machine learning. Today, I’m very happy to announce that Amazon Kendra is now generally available. For all its amazing achievements in past decades, Information Technology had yet to solve a […]

PyTorch is one of the most popular open source libraries for deep learning. Developers and researchers particularly enjoy the flexibility it gives them in building and training models. Yet, this is only half the story, and deploying and managing models in production is often the most difficult part of the machine learning process: building bespoke […]

AWS DeepComposer, a creative way to get started with machine learning, was launched in preview at AWS re:Invent 2019. Today, I’m extremely happy to announce that DeepComposer is now available to all AWS customers, and that it has been expanded with new features. A primer on AWS DeepComposer If you’re new to AWS DeepComposer, here’s […]

In-memory data stores are widely used for application scalability, and developers have long appreciated their benefits for storing frequently accessed data, whether volatile or persistent. Systems like Redis help decouple databases and backends from incoming traffic, shedding most of the traffic that would had otherwise reached them, and reducing application latency for users. Obviously, managing […]

Launched at AWS re:Invent 2017, Amazon Transcribe is an automatic speech recognition (ASR) service that makes it easy for AWS customers to add speech-to-text capabilities to their applications. At the time of writing, Transcribe supports 31 languages, 6 of which can be transcribed in real-time. A popular use case for Transcribe is the automatic transcription of […]

I’ve got good news for AWS customers using our South America (São Paulo) Region! Effective February 1, 2020 we are reducing prices for On-Demand, Reserved and Dedicated Instances as follows: All R5 families (R5, R5a, R5d, R5ad) – Up to 25%. All I3 families (I3, I3en) – 13%. The pricing pages have been updated. Questions? […]

Update Jan 2, 2024 – The Amazon Linux AMI (also called Amazon Linux 1) reached its end of life on December 31, 2023. Amazon Linux AMI will no longer receive any security updates or bug fixes. We encourage customers to upgrade their applications to use Amazon Linux 2023, which includes long term support through 2028. […]