Use foundation models to improve model accuracy with Amazon SageMaker
TutoSartup excerpt from this article:
In this post, we discuss the use of an open-source model specifically designed for the task of visual question answering (VQA)... We propose using this capability with the Amazon SageMaker platform of services to improve regression model accuracy in an ML use case, and independently, for the automated tagging of visual images... Foundation models This solution centers on the use of a foundatio...
In this post, we discuss the use of an open-source model specifically designed for the task of visual question answering (VQA)... We propose using this capability with the Amazon SageMaker platform of services to improve regression model accuracy in an ML use case, and independently, for the automated tagging of visual images... Foundation models This solution centers on the use of a foundatio...
Automate and enhance your code security with AI-powered services
TutoSartup excerpt from this article:
Amazon Web Services (AWS) encourages this shift-left mindset, providing services that enable a seamless integration of security into your DevOps processes, fostering a more robust, secure, and efficient system... In this blog post we share how you can use Amazon CodeWhisperer, Amazon CodeGuru, and Amazon Inspector to automate and enhance code security... Next, you can perform further vulnerabili...
Amazon Web Services (AWS) encourages this shift-left mindset, providing services that enable a seamless integration of security into your DevOps processes, fostering a more robust, secure, and efficient system... In this blog post we share how you can use Amazon CodeWhisperer, Amazon CodeGuru, and Amazon Inspector to automate and enhance code security... Next, you can perform further vulnerabili...
New – Amazon EBS Snapshot Lock
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You can now lock individual Amazon Elastic Block Store (Amazon EBS) snapshots in order to enforce better compliance with your data retention policies... Locked snapshots cannot be deleted until the lock is expired or released, giving you the power to keep critical backups safe from accidental or malicious deletion, including ransomware attacks... The Need for Locking AWS customers use EBS snapsho...
You can now lock individual Amazon Elastic Block Store (Amazon EBS) snapshots in order to enforce better compliance with your data retention policies... Locked snapshots cannot be deleted until the lock is expired or released, giving you the power to keep critical backups safe from accidental or malicious deletion, including ransomware attacks... The Need for Locking AWS customers use EBS snapsho...
Building sensitive data remediation workflows in multi-account AWS environments
TutoSartup excerpt from this article:
As organizations use Amazon Web Services (AWS) to modernize their data capabilities, they can sometimes find themselves with data spread across several AWS accounts, each aligned to distinct use cases and business units... In this blog post, we present a solution that provides you with visibility into sensitive data residing across a fleet of AWS accounts through a ChatOps-style notification mec...
As organizations use Amazon Web Services (AWS) to modernize their data capabilities, they can sometimes find themselves with data spread across several AWS accounts, each aligned to distinct use cases and business units... In this blog post, we present a solution that provides you with visibility into sensitive data residing across a fleet of AWS accounts through a ChatOps-style notification mec...
Introducing the AWS Builder Lab Observability Hub at re: Invent 2023
TutoSartup excerpt from this article:
Every year at AWS re: Invent we host the AWS Builder Labs in The Mandalay Bay... The Observability Hub will display LIVE Amazon CloudWatch dashboards showing some of the Observability we care about from the AWS Builder Labs experience, from a business, developer, and support perspective... Why is this important? As an attendee you will get to see how we use our own services to run the AWS Builde...
Every year at AWS re: Invent we host the AWS Builder Labs in The Mandalay Bay... The Observability Hub will display LIVE Amazon CloudWatch dashboards showing some of the Observability we care about from the AWS Builder Labs experience, from a business, developer, and support perspective... Why is this important? As an attendee you will get to see how we use our own services to run the AWS Builde...
AWS Speaker Profile: Zach Miller, Senior Worldwide Security Specialist Solutions Architect
TutoSartup excerpt from this article:
If I mention cryptography, I typically only get asked questions about cryptocurrency—which I’m not qualified to answer... How did you get started in data protection and cryptography? What about it piqued your interest? I originally went to school to become a network engineer, but I discovered that moving data packets from point A to point B wasn’t as interesting to me as securing those da...
If I mention cryptography, I typically only get asked questions about cryptocurrency—which I’m not qualified to answer... How did you get started in data protection and cryptography? What about it piqued your interest? I originally went to school to become a network engineer, but I discovered that moving data packets from point A to point B wasn’t as interesting to me as securing those da...
Implement a custom AutoML job using pre-selected algorithms in Amazon SageMaker Automatic Model Tuning
TutoSartup excerpt from this article:
Understanding up front which preprocessing techniques and algorithm types provide best results reduces the time to develop, train, and deploy the right model... It plays a crucial role in every model’s development process and allows data scientists to focus on the most promising ML techniques... Additionally, AutoML provides a baseline model performance that can serve as a reference point for t...
Understanding up front which preprocessing techniques and algorithm types provide best results reduces the time to develop, train, and deploy the right model... It plays a crucial role in every model’s development process and allows data scientists to focus on the most promising ML techniques... Additionally, AutoML provides a baseline model performance that can serve as a reference point for t...