amazon-machine-learning

8/23/2022, 12:00:00 AM ~ 8/24/2022, 12:00:00 AM (UTC) Recent Announcements Amazon SageMaker Automatic Model Tuning now reuses SageMaker Training instances to reduce start-up overheads by 20x Amazon SageMaker Automatic Model Tuning now reduces the start-up time of each training job launched to tune your models by 20x on average (from 2.5 minutes to 8 seconds). In scenarios where you have a large number of hyperparameter evaluations, the reuse of training instances can cumulatively save 2 hours for every 50 sequential evaluations....

8/17/2022, 12:00:00 AM ~ 8/18/2022, 12:00:00 AM (UTC) Recent Announcements Announcing AWS Resilience Hub support for Elastic Load Balancing and Amazon Route 53 Application Recovery Controller You can now use AWS Resilience Hub with Elastic Load Balancing (ELB) and Amazon Route 53 Application Recovery Controller readiness checks to help meet your application’s recovery objectives. Resilience Hub provides you with a single place to define, validate, and track the resilience of your applications so that you can avoid unnecessary downtime caused by software, infrastructure, or operational disruptions....

8/12/2022, 12:00:00 AM ~ 8/15/2022, 12:00:00 AM (UTC) Recent Announcements Amazon Personalize allows rule-based promotions in recommendations Amazon Personalize now allows you to promote specific items in all users’ recommendations based on rules that align with your business goals. Amazon Personalize enables developers to improve customer engagement through personalized product and content recommendations – no ML expertise required. Personalize currently recommends relevant items for each user or similar items to a given item based on interactions and metadata information....

8/9/2022, 12:00:00 AM ~ 8/10/2022, 12:00:00 AM (UTC) Recent Announcements Amazon DocumentDB (with MongoDB compatibility) now supports the Decimal128 data type Amazon DocumentDB (with MongoDB compatibility) is a database service that is purpose-built for JSON data management at scale, fully managed and integrated with AWS, and enterprise-ready with high durability. Amazon SageMaker Pipelines now supports sharing of pipeline entities across accounts You can now use Amazon SageMaker Model Building Pipelines with AWS Resource Access Manager (AWS RAM) to securely share pipeline entities across AWS accounts and access shared pipelines through direct API calls....

8/3/2022, 12:00:00 AM ~ 8/4/2022, 12:00:00 AM (UTC) Recent Announcements Amazon CloudWatch metrics increases throughput by 150x Amazon CloudWatch custom metrics now supports a 50x higher capacity allowing you to send up to 1,000 metrics per call at a 3x faster default call rate and specify 3x more dimensions (up to 30) per metric. Customers rely on CloudWatch custom metrics to capture application-specific data that complements the automatic metrics provided by CloudWatch based on the AWS services you are using....