Today, we’re extremely happy to announce Amazon SageMaker Model Monitor, a new capability of Amazon SageMaker that automatically monitors machine learning (ML) models in production, and alerts you when data quality issues appear. The first thing I learned when I started working with data is that there is no such thing as paying too much […]
0 CommentsNearly a decade ago I wrote about the Quantum Compute Cloud on April Fool’s Day. The future has arrived and you now have the opportunity to write quantum algorithms and to run them on actual quantum computers. Here’s what we are announcing today: Amazon Braket – A fully managed service that allows scientists, researchers, and […]
0 CommentsHere’s a summary of the launches and previews that were announced at Midnight Madness! Launches AWS DeepRacer Update – New Features & New Racing Opportunities. AWS DeepComposer – Compose Music with Generative Machine Learning Models. Amazon Transcribe Medical – Real-Time Automatic Speech Recognition for Healthcare Customers. A New, Simplified, Bring-Your-Own-License Experience for Microsoft Windows Server. […]
0 CommentsIn 2017, we launched Amazon 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 Amazon Transcribe Medical. When I was a child, my parents – both medical doctors – often spent evenings recording letters and exam […]
0 CommentsEarlier in my career, I can recall being assigned the task of creating and maintaining operating system (OS) images for use by my development team. This was a time-consuming process, sometimes error-prone, needing me to manually re-create and re-snapshot images frequently. As I’m sure you can imagine, it also involved a significant amount of manual […]
0 CommentsCustomers have asked us to provide an easier way to bring, and manage, their existing licenses for Microsoft Windows Server and SQL Server to AWS. Today we are excited to announce a new, simpler, bring-your-own-license (BYOL) experience. When launching Windows Server or SQL Server instances, customers can use licenses from AWS with a pay-as-you-go model […]
0 CommentsEfficiently managing user identities at scale requires new solutions that connect the multiple identity sources that many organizations use today. Customers want to establish a single identity and access strategy across their own apps, 3rd party apps (SaaS), and AWS cloud environments. Today we announced the next evolution of AWS Single Sign-On, enabling enterprises that […]
0 CommentsI 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 AWS […]
0 CommentsMachine Learning allows you to get better insights from your data. But where is most of the structured data stored? In databases! Today, in order to use machine learning with data in a relational database, you need to develop a custom application to read the data from the database and then apply the machine learning […]
0 CommentsThe AWS Application Load Balancer (ALB) and Network Load Balancer (NLB) are important parts of any highly available and scalable system. Today I am happy to share a healthy list of new features for ALB and NLB, all driven by customer requests. Here’s what I have: Weighted Target Groups for ALB Least Outstanding Requests for […]
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