Bring SageMaker Autopilot into your MLOps processes using a custom SageMaker Project

TutoSartup excerpt from this article:
Amazon SageMaker is a fully managed service to prepare data and build, train, and deploy machine learning (ML) models for any use case with fully managed infrastructure, tools, and workflows... They also have a lot of processes that need to be adhered to before promoting a model to production... Although these companies have robust data science and MLOps teams to help them build reliable and s...

Disaster Recovery for Oracle Database on Amazon EC2 with Fast-Start Failover

TutoSartup excerpt from this article:
Enterprises must prioritize database scalability and availability to avoid downtime in their databases, network, servers, or storage environments... For organizations that want to avoid required application changes, Oracle Real Application Clusters (RAC) is an option for providing high availability and scalability to the Oracle database... While the RAC feature is not supported by Oracle databas...

Simplify fine-grained authorization with Amazon Verified Permissions and Amazon Cognito

TutoSartup excerpt from this article:
AWS customers already use Amazon Cognito for simple, fast authentication... With the launch of Amazon Verified Permissions, many will also want to add simple, fast authorization to their applications by using the user attributes that they have in Amazon Cognito... In this post, I will show you how to use Amazon Cognito and Verified Permissions together to add fine-grained authorization to your a...

Prevent account creation fraud with AWS WAF Fraud Control – Account Creation Fraud Prevention

TutoSartup excerpt from this article:
Threat actors use sign-up pages and login pages to carry out account fraud, including taking unfair advantage of promotional and sign-up bonuses, publishing fake reviews, and spreading malware... In 2022, AWS released AWS WAF Fraud Control – Account Takeover Prevention (ATP) to help protect your application’s login page against credential stuffing attacks, brute force attempts, and other ano...

Crypto yield platform Haru suspends transfers after investigation

TutoSartup excerpt from this article:
https://t... On June 13, South Korean yield platform Haru Invest announced that it would be suspending deposits and withdrawals effective immediately..."Haru Invest also claims that it did not experience a “rug pull” and is fully working to “protect our investors... Specifically, Maeil Business alleged:“Investors failed to get their deposits and are angry..." Accord...

Azure HBv4 and HX Series VMs for HPC now generally available

TutoSartup excerpt from this article:
We are excited to announce Azure HBv4 and HX-series Virtual Machines (VMs) are now generally available... Azure HBv4 and HX-series VMs offer leadership levels of performance, scaling efficiency, and cost-effectiveness for a variety of HPC workloads such as computational fluid dynamics (CFD), financial services calculations, finite element analysis (FEA), geoscience simulations, weather simulation,...

AWS Security Hub launches a new capability for automating actions to update findings

TutoSartup excerpt from this article:
In this blog post, we’ll walk you through new capabilities within AWS Security Hub that you can use to take automated actions to update findings... With Security Hub, you have a single place that aggregates, organizes, and prioritizes your security alerts, or findings, from multiple AWS services, including Amazon GuardDuty, Amazon Inspector, Amazon Macie, AWS Firewall Manager, AWS Systems Mana...