AWS Machine Learning Blog
Category: AWS PrivateLink
How Rocket Companies modernized their data science solution on AWS
In this post, we share how we modernized Rocket Companies’ data science solution on AWS to increase the speed to delivery from eight weeks to under one hour, improve operational stability and support by reducing incident tickets by over 99% in 18 months, power 10 million automated data science and AI decisions made daily, and provide a seamless data science development experience.
Connect to HAQM services using AWS PrivateLink in HAQM SageMaker
In this post, we present a solution for configuring SageMaker notebook instances to connect to HAQM Bedrock and other AWS services with the use of AWS PrivateLink and HAQM Elastic Compute Cloud (HAQM EC2) security groups.
Secure HAQM S3 access for isolated HAQM SageMaker notebook instances
In this post, we will demonstrate how to securely launch notebook instances in a private subnet of an HAQM Virtual Private Cloud (HAQM VPC), with internet access disabled, and to securely connect to HAQM Simple Storage Service (HAQM S3) using VPC endpoints. This post is for network and security architects that support decentralized data science […]
Using HAQM Textract with AWS PrivateLink
HAQM Textract now supports HAQM Virtual Private Cloud (HAQM VPC) endpoints via AWS PrivateLink so you can securely initiate API calls to HAQM Textract from within your VPC and avoid using the public internet. In this post, we show you how to access HAQM Textract APIs from within your VPC without traversing the public internet, […]