Category: Artificial Intelligence

Update September 30, 2021 – This post has been edited to remove broken links. Today, we’re extremely happy to launch HAQM SageMaker Autopilot to automatically create the best classification and regression machine learning models, while allowing full control and visibility. In 1959, Arthur Samuel defined machine learning as the ability for computers to learn without being […]

Today, we’re extremely happy to announce HAQM SageMaker Experiments, a new capability of HAQM SageMaker that lets you organize, track, compare and evaluate machine learning (ML) experiments and model versions. ML is a highly iterative process. During the course of a single project, data scientists and ML engineers routinely train thousands of different models in […]

Today, we’re happy to announce that the Deep Graph Library, an open source library built for easy implementation of graph neural networks, is now available on HAQM SageMaker. In recent years, Deep learning has taken the world by storm thanks to its uncanny ability to extract elaborate patterns from complex data, such as free-form text, […]

In 2017, we launched HAQM Transcribe, an automatic speech recognition service that makes it easy for developers to add speech-to-text capability to their applications: today, we’re extremely happy to extend it to medical speech with HAQM Transcribe Medical. When I was a child, my parents – both medical doctors – often spent evenings recording letters and exam […]

Today, we’re extremely happy to announce AWS DeepComposer, the world’s first musical keyboard combined with a generative AI service. Yes, you read that right. Machine learning (ML) requires quite a bit of math, computer science, code, and infrastructure. These topics are exceedingly important but to a lot of aspiring ML developers, they look overwhelming and […]

I first wrote about AWS DeepRacer at this time last year, and described it as an opportunity for you to get some hands-on experience with Reinforcement Learning (RL). Along with the rest of the AWS team, I believe that you should always be improving your existing skills and building new ones. We launched the DeepRacer […]

March 23, 2020: Post updated to clarify networking, IAM permissions, and database configurations required to use machine learning from Aurora databases. A new notebook using SageMaker Autopilot gives a complete example, from the set up of the model to the creation of the SQL function using the endpoint. The integrations described in this post are now available for MySQL and […]

Just a few weeks ago, I told you about 7 new languages supported by HAQM Translate, our fully managed service for machine translation. Well, here I am again, announcing no less than 22 new languages and variants, as well as 6 additional AWS Regions where Translate is now available. Introducing 22 New Languages And Variants That’s […]