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In final week’s AWS Week in Review publish, Danilo talked about that it’s summer season in London. Well, I’m primarily based in Singapore, and it’s principally summer season right here. But, June is a particular month right here because it marks the beginning of durian season.
Starting subsequent week, I’ll be travelling to Thailand, Malaysia, and the Philippines. But earlier than I’m going, I need to share some fascinating updates from final week for you.
Let’s get began.
Last Week’s Launches
Here are some launches that caught my consideration:
New Hands-on Course: Generative AI with Large Language Models – Generative AI has been a expertise spotlight for the previous few months. If you might be in your journey to be taught massive language fashions (LLM), then you possibly can attempt the brand new hands-on course Generative AI with LLMs at Coursera. Antje wrote a publish to announce this collaboration course between DeepLearning.AI and AWS. This course is designed to organize information scientists and engineers to grow to be consultants in choosing, coaching, fine-tuning, and deploying LLMs for real-world purposes.
Amazon SageMaker Data Wrangler direct connection to Snowflake – With this announcement, now you can browse databases, tables, schemas, and question information from Snowflake in SageMaker Data Wrangler. This unlocks the chance so that you can be part of your information with different in style information sources, reminiscent of S3, Amazon Athena, Amazon Redshift, Amazon EMR and over 50 SaaS purposes to create the fitting information set for machine studying.
Amazon SageMaker Role Manager now supplies CDK library to create fine-grained permissions — The CDK help for Amazon SageMaker Role Manager enables you to outline permissions with fine-grained entry for SageMaker customers, jobs, and SageMaker pipelines programmatically. This will cut back guide efforts and constant permissions administration. For instance, the next code grants permissions with a set of associated machine studying actions particular to a persona.
export class myCDKStack extends cdk.Stack {
constructor(scope: cdk.App, id: string, props?: cdk.StackProps) {
tremendous(scope, id, props);
const persona = new Persona(this, 'example-persona-id', {
actions: [
Activity.runStudioAppsV2(this, 'example-id1', {}),
Activity.accessS3Buckets(this, 'example-id2', {s3buckets: [s3.S3Bucket.fromBucketName('DOC-EXAMPLE-BUCKET')]})
Activity.accessAwsServices(this, 'example-id3', {})
]
});
const position = persona.createRole(this, 'example-IAM-role-id', 'example-IAM-role-name');
}
}
AWS SDK for SAP ABAP – Great information for SAP ABAP builders! We only in the near past introduced the final availability of the AWS SDK for SAP ABAP. With this, ABAP builders can use easy, safe and configurable connections between ABAP environments and 200+ supported AWS providers in all AWS Regions, together with AWS GovCloud (US) Regions. This AWS SDK helps ABAP builders to modernize their enterprise processes with AWS providers.
Amazon OpenSearch Ingestion now helps ingesting occasions from Amazon Security Lake – Amazon OpenSearch Ingestion now enables you to carry information within the Apache Parquet format. As Amazon Security Lake additionally makes use of Open Cybersecurity Schema Framework (OCSF) in Apache Parquet format, it means you possibly can simply ingest information from Amazon Security Lake.
For a full record of AWS bulletins, you’ll want to control the What’s New at AWS web page.
AWS Open-Source Updates
As all the time, my colleague Ricardo has curated the most recent updates for open-source information at AWS. Here are among the highlights.
lightsail-miab-installer – This helpful command-line device developed by my colleague Rio Astamal was designed to simplify the method of organising Mail-in-a-Box on Amazon Lightsail. With lightsail-miab-installer, you possibly can effortlessly streamline the set up and configuration of Mail-in-a-Box, making it much more accessible and user-friendly.
rdsconn – This wonderful device, created by AWS Hero Aidan Steele, simplifies the method of connecting to an AWS RDS occasion inside a VPC instantly out of your laptop computer. Using the lately launched EC2 Instance Connect, rdsconn eliminates the necessity for cumbersome SSH tunnels.
cdk-appflow – If you’re utilizing AWS CDK to construct your purposes and Amazon AppMovement to create bidirectional information switch integrations between varied SaaS purposes and AWS, then you definitely’re going to like cdk-appflow, a brand new AWS CDK assemble for Amazon AppMovement. It’s at present in technical preview, however you’re greater than welcome to attempt it and supply us together with your suggestions.
Upcoming AWS Events
There are additionally upcoming occasions which you can be part of to be taught. Let’s begin with AWS Summit occasions:
And, let’s be taught from our fellow builders and be part of AWS Community Days:
Open for Registration for AWS re:Invent
Before I finish this publish, AWS re:Invent registration is now open!
This studying convention hosted by AWS for the worldwide cloud computing neighborhood can be held from Nov 27 to Dec 1, 2023 in Las Vegas.
Pro-tip: You can use data on the Justify Your Trip web page to show the worth of your journey to AWS re:Invent.
That’s all for this week. Check again subsequent Monday for one more Week in Review.
Happy constructing.
— Donnie