Package and deploy classical ML and LLMs easily with Amazon SageMaker, part 1: PySDK Improvements

TutoSartup excerpt from this article:
Amazon SageMaker is a fully managed service that enables developers and data scientists to quickly and effortlessly build, train, and deploy machine learning (ML) models at any scale... SageMaker makes it straightforward to deploy models into production directly through API calls to the service... Although it provides various entry points like the SageMaker Python SDK, AWS SDKs, the SageMaker cons...

Use CodeWhisperer to identify issues and use suggestions to improve code security in your IDE

TutoSartup excerpt from this article:
By using the security scanning capabilities of Amazon CodeWhisperer, you can identify potential security issues in your integrated development environment (IDE) as you code... After you identify these potential issues, CodeWhisperer can offer suggestions on how you can refactor to improve the security of your code early enough to help avoid the frustration of a last-minute change to your code... ...

Use AWS Fault Injection Service to demonstrate multi-region and multi-AZ application resilience

TutoSartup excerpt from this article:
Today we are launching new scenarios that will let you demonstrate that your applications perform as intended if an AWS Availability Zone experiences a full power interruption or connectivity from one AWS region to another is lost... You can use the scenarios to conduct experiments that will build confidence that your application (whether single-region or multi-region) works as expected when som...

Zonal autoshift – Automatically shift your traffic away from Availability Zones when we detect potential issues

TutoSartup excerpt from this article:
Today we’re launching zonal autoshift, a new capability of Amazon Route 53 Application Recovery Controller that you can enable to automatically and safely shift your workload’s traffic away from an Availability Zone when AWS identifies a potential failure affecting that Availability Zone and shift it back once the failure is resolved... To help you protect against an application’s errors, l...

New – Code Editor, based on Code-OSS VS Code Open Source now available in Amazon SageMaker Studio

TutoSartup excerpt from this article:
Today, we are excited to announce support for Code Editor, a new integrated development environment (IDE) option in Amazon SageMaker Studio... Code Editor is based on Code-OSS, Visual Studio Code Open Source, and provides access to the familiar environment and tools of the popular IDE that machine learning (ML) developers know and love, fully integrated with the broader SageMaker Studio feature se...

IDE extension for AWS Application Composer enhances visual modern applications development with AI-generated IaC

TutoSartup excerpt from this article:
Today, I’m happy to share the integrated development environment (IDE) extension for AWS Application Composer... Now you can use AWS Application Composer directly in your IDE to visually build modern applications and iteratively develop your infrastructure as code templates with Amazon CodeWhisperer... Announced as preview at AWS re:Invent 2022 and generally available in March 2023, Applic...

Building resilience to your business requirements with Azure

TutoSartup excerpt from this article:
At Microsoft, we understand the trust customers put in us by running their most critical workloads on Microsoft Azure... Microsoft Azure Learn, connect, and explore Discover what's happeningA commitment to reliability with AzureAs we continue making i...