AWS

I’m happy to share that Amazon SageMaker now comes with an improved model deployment experience to help you deploy traditional machine learning (ML) models and foundation models (FMs) faster. As a data scientist or ML practitioner, you can now use the new ModelBuilder class in the SageMaker Python SDK to package models, perform local inference […]

Today, I’m happy to introduce the ability to use natural language instructions in Amazon SageMaker Canvas to explore, visualize, and transform data for machine learning (ML). SageMaker Canvas now supports using foundation model-(FM) powered natural language instructions to complement its comprehensive data preparation capabilities for data exploration, analysis, visualization, and transformation. Using natural language instructions, […]

Today, we are announcing new Amazon SageMaker inference capabilities that can help you optimize deployment costs and reduce latency. With the new inference capabilities, you can deploy one or more foundation models (FMs) on the same SageMaker endpoint and control how many accelerators and how much memory is reserved for each FM. This helps to […]

Today, I’m excited to introduce a new capability in Amazon SageMaker Canvas to use foundation models (FMs) from Amazon Bedrock and Amazon SageMaker Jumpstart through a no-code experience. This new capability makes it easier for you to evaluate and generate responses from FMs for your specific use case with high accuracy. Every business has its […]

You can use the new OR1 instances to create Amazon OpenSearch Service clusters that use Amazon Simple Storage Service (Amazon S3) for primary storage. You can ingest, store, index, and access just about any imaginable amount of data, while also enjoying a 30% price/performance improvement over existing instance types, eleven nines of data durability, and […]

I’m happy to share that Amazon SageMaker Clarify now supports foundation model (FM) evaluation (preview). As a data scientist or machine learning (ML) engineer, you can now use SageMaker Clarify to evaluate, compare, and select FMs in minutes based on metrics such as accuracy, robustness, creativity, factual knowledge, bias, and toxicity. This new capability adds […]

I’m happy to share that you can now evaluate, compare, and select the best foundation models (FMs) for your use case in Amazon Bedrock. Model Evaluation on Amazon Bedrock is available today in preview. Amazon Bedrock offers a choice of automatic evaluation and human evaluation. You can use automatic evaluation with predefined metrics such as […]

Amazon Redshift puts artificial intelligence (AI) at your service to optimize efficiencies and make you more productive with two new capabilities that we are launching in preview today. First, Amazon Redshift Serverless becomes smarter. It scales capacity proactively and automatically along dimensions such as the complexity of your queries, their frequency, the size of the […]

Starting today, you can use AWS Clean Rooms Differential Privacy (preview) to help protect the privacy of your users with mathematically backed and intuitive controls in a few steps. As a fully managed capability of AWS Clean Rooms, no prior differential privacy experience is needed to help you prevent the reidentification of your users. AWS […]

Today, we’re introducing AWS Clean Rooms ML (preview), a new capability of AWS Clean Rooms that helps you and your partners apply machine learning (ML) models on your collective data without copying or sharing raw data with each other. With this new capability, you can generate predictive insights using ML models while continuing to protect your sensitive […]

Today we are announcing a preview of Amazon OpenSearch Service zero-ETL integration with Amazon S3, a new way to query operational logs in Amazon S3 and S3-based data lakes without needing to switch between services. You can now analyze infrequently queried data in cloud object stores and simultaneously use the operational analytics and visualization capabilities […]

I am happy to announce the general availability of Amazon Neptune Analytics, a new analytics database engine that makes it faster for data scientists and application developers to quickly analyze large amounts of graph data. With Neptune Analytics, you can now quickly load your dataset from Amazon Neptune or your data lake on Amazon Simple […]

I am happy to announce the general availability of Amazon Neptune Analytics, a new analytics database engine that makes it faster for data scientists and application developers to quickly analyze large amounts of graph data. With Neptune Analytics, you can now quickly load your dataset from Amazon Neptune or your data lake on Amazon Simple […]

Today, I’m happy to announce a new capability, Amazon Managed Service for Prometheus collector, to automatically and agentlessly discover and collect Prometheus metrics from Amazon Elastic Kubernetes Service (Amazon EKS). Amazon Managed Service for Prometheus collector consists of a scraper that discovers and collects metrics from Amazon EKS applications and infrastructure without needing to run […]

Today, we are introducing EFS Archive, a new storage class for Amazon Elastic File System (Amazon EFS) optimized for long-lived data that is rarely accessed. With this launch, Amazon EFS supports three Regional storage classes: EFS Standard – Powered by SSD storage and designed to deliver submillisecond latency for active data. EFS Infrequent Access (EFS […]

Amazon CloudWatch Logs announces today a new log class called Infrequent Access. This new log class offers a tailored set of capabilities at a lower cost for infrequently accessed logs, enabling customers to consolidate all their logs in one place in a cost-effective manner. As customers’ applications continue to scale and grow, so does the […]

Amazon CloudFront allows you to securely deliver static and dynamic content with low latency and high transfer speeds. With CloudFront Functions, you can perform latency-sensitive customizations for millions of requests per second. For example, you can use CloudFront Functions to modify headers, normalize cache keys, rewrite URLs, or authorize requests. Today, we are introducing CloudFront […]

Last week I saw an astonishing 160+ new service launches. There were so many updates that we decided to publish a weekly roundup again. This continues the same innovative pace of the previous week as we are getting closer to AWS re:Invent 2023. Our News Blog team is also finalizing new blog posts for re:Invent […]

I can’t believe it’s been 15 years since Amazon CloudFront was launched! When Amazon S3 became available in 2006, developers loved the flexibility and started to build a new kind of globally distributed applications where storage was not a bottleneck. These applications needed to be performant, reliable, and cost-efficient for every user on the planet. […]

We are launching three new voices for Polly. Powered by a new long-form engine, the voices are natural and expressive, with appropriate pauses, emphasis, and tone. New Voices The new long-form voices are perfect for blog posts, news articles, training videos, and marketing content. The underlying Machine Learning model extracts meaning from the text, learning […]

If you are ready to learn more about Generative AI while having fun and building cool stuff, check out PartyRock.aws . You can experiment, learn all about prompt engineering, build mini-apps, and share them with your friends — all without writing any code or creating an AWS account. You can also start with an app […]

Update November, 16 2023 — I added a link to the documentation with the exact IAM permissions required to use this capability. — Today, we’re making available a new capability of AWS Glue Data Catalog to allow automatic compaction of transactional tables in the Apache Iceberg format. This allows you to keep your transactional data […]

You can now lock individual Amazon Elastic Block Store (Amazon EBS) snapshots in order to enforce better compliance with your data retention policies. Locked snapshots cannot be deleted until the lock is expired or released, giving you the power to keep critical backups safe from accidental or malicious deletion, including ransomware attacks. The Need for […]

With AWS Resource Explorer, you can search for and discover your resources, such as Amazon Elastic Compute Cloud (Amazon EC2) instances, Amazon Kinesis data streams, and Amazon DynamoDB tables, across AWS Regions. Starting today, you can also search across accounts within your organization. It takes just a few minutes to turn on and configure Resource […]

Auditing is a continuous and ongoing process, and every audit includes the collection of evidence. The evidence gathered helps confirm the state of resources and it’s used to demonstrate that the customer’s policies, procedures, and activities (controls), are in place, and that the control has been operational for a specified period of time. AWS Audit […]