Amazon SageMaker Canvas provides business analysts with a visual interface to solve business problems using machine learning (ML) without writing a single line of code. Since we introduced SageMaker Canvas in 2021, many users have asked us for an enhanced, seamless collaboration experience that enables data scientists to share trained models with their business analysts with a few simple clicks. Today, I’m excited to announce that you can now bring ML models built anywhere into SageMaker Canvas and generate predictions. New – Bring Your Own Model into SageMaker Canvas As a data scientist or ML practitioner, you can now seamlessly share models built anywhere, within or outside Amazon SageMaker, with your business teams. This removes the heavy lifting for your…
Category: AWS
Reposts from Amazon Web Services (AWS).
Heads-Up: Amazon S3 Security Changes Are Coming in April of 2023
Starting in April of 2023 we will be making two changes to Amazon Simple Storage Service (Amazon S3) to put our latest best practices for bucket security into effect automatically. The changes will begin to go into effect in April and will be rolled out to all AWS Regions within weeks. Once the changes are in effect for a target Region, all newly created buckets in the Region will by default have S3 Block Public Access enabled and access control lists (ACLs) disabled. Both of these options are already console defaults and have long been recommended as best practices. The options will become the default for buckets that are created using the S3 API, S3 CLI, the AWS SDKs, or…
AWS Week in Review – December 12, 2022
This post is part of our Week in Review series. Check back each week for a quick roundup of interesting news and announcements from AWS! The world is asynchronous, is what Werner Vogels, Amazon CTO, reminded us during his keynote last week at AWS re:Invent. At the beginning of the keynote, he showed us how weird a synchronous world would be and how everything in nature is asynchronous. One example of an event-driven application he showcased during his keynote is Serverlesspresso, a project my team has been working on for the last year. And last week, we announced Serverlesspresso extensions, a new program that lets you contribute to Serverlesspresso and learn how event-driven applications can be extended. Last Week’s Launches…
Now – Process PDFs, Word Documents, and Images with Amazon Comprehend for IDP
Today we are announcing a new Amazon Comprehend feature for intelligent document processing (IDP). This feature allows you to classify and extract entities from PDF documents, Microsoft Word files, and images directly from Amazon Comprehend without you needing to extract the text first. Many customers need to process documents that have a semi-structured format, like images of receipts that were scanned or tax statements in PDF format. Until today, those customers first needed to preprocess those documents using optical character recognition (OCR) tools to extract the text. Then they could use Amazon Comprehend to classify and extract entities from those preprocessed files. Now with Amazon Comprehend for IDP, customers can process their semi-structured documents, such as PDFs, docx, PNG, JPG,…