
Governing the ML lifecycle at scale, Part 1: A framework for architecting ML workloads using Amazon SageMaker
TutoSartup excerpt from this article:
These companies need strong governance and audibility for any ML models used in their business processes... By having an automated account provisioning process set up, cloud administrators can provide ML and analytics teams the accounts they need to perform their work more quickly, without sacrificing on a strong foundation for governance... This framework addresses challenges by providing prescr...
These companies need strong governance and audibility for any ML models used in their business processes... By having an automated account provisioning process set up, cloud administrators can provide ML and analytics teams the accounts they need to perform their work more quickly, without sacrificing on a strong foundation for governance... This framework addresses challenges by providing prescr...

How Meesho built a generalized feed ranker using Amazon SageMaker inference
TutoSartup excerpt from this article:
These valuable features are used to construct ranking models... All these features go as input to the Learning to Rank (LTR) model that tries to emit the Probability of Click (PCTR) and Probability of Purchase (PCVR)... The architecture can be divided into two different components: model training and model deployment... Model training Meesho used Amazon EMR with Apache Spark to process hundr...
These valuable features are used to construct ranking models... All these features go as input to the Learning to Rank (LTR) model that tries to emit the Probability of Click (PCTR) and Probability of Purchase (PCVR)... The architecture can be divided into two different components: model training and model deployment... Model training Meesho used Amazon EMR with Apache Spark to process hundr...

AWS Security Profile: Liam Wadman, Senior Solutions Architect, AWS Identity
TutoSartup excerpt from this article:
In the AWS Security Profile series, I interview some of the humans who work in AWS Security and help keep our customers safe and secure... Our mission is to make it simpler for customers to implement access controls that protect their data in a straightforward and consistent manner across AWS services... I spend a lot of time talking with security, identity, and cloud teams at some of our larges...
In the AWS Security Profile series, I interview some of the humans who work in AWS Security and help keep our customers safe and secure... Our mission is to make it simpler for customers to implement access controls that protect their data in a straightforward and consistent manner across AWS services... I spend a lot of time talking with security, identity, and cloud teams at some of our larges...

Rotate Your SSL/TLS Certificates Now – Amazon RDS and Amazon Aurora Expire in 2024
TutoSartup excerpt from this article:
If you use or plan to use Secure Sockets Layer (SSL) or Transport Layer Security (TLS) with certificate verification to connect to your database instances of Amazon RDS for MySQL, MariaDB, SQL Server, Oracle, PostgreSQL, and Amazon Aurora, it means you should rotate new certificate authority (CA) certificates in both your DB instances and application before the root certificate expires... Most ...
If you use or plan to use Secure Sockets Layer (SSL) or Transport Layer Security (TLS) with certificate verification to connect to your database instances of Amazon RDS for MySQL, MariaDB, SQL Server, Oracle, PostgreSQL, and Amazon Aurora, it means you should rotate new certificate authority (CA) certificates in both your DB instances and application before the root certificate expires... Most ...

Boost your AWS proficiency with Solution-Focused Immersion Days
TutoSartup excerpt from this article:
For reference, this is a list of SFIDs that have been conducted in the past and will likely return: Networking: Getting Started with Amazon Virtual Private Cloud (VPC) Storage: Data Protection of application resources using AWS Backup Amazon Simple Storage Service (S3) Replication and Resiliency Workshop Hybrid Cloud Storage with Storage Gateway Getting Started with Amazon Sto...
For reference, this is a list of SFIDs that have been conducted in the past and will likely return: Networking: Getting Started with Amazon Virtual Private Cloud (VPC) Storage: Data Protection of application resources using AWS Backup Amazon Simple Storage Service (S3) Replication and Resiliency Workshop Hybrid Cloud Storage with Storage Gateway Getting Started with Amazon Sto...

Announcing Rekogniton Custom Moderation: Enhance accuracy of pre-trained Rekognition moderation models with your data
TutoSartup excerpt from this article:
Companies increasingly rely on user-generated images and videos for engagement... From ecommerce platforms encouraging customers to share product images to social media companies promoting user-generated videos and images, using user content for engagement is a powerful strategy... These approaches don’t scale to effectively moderate millions of images and videos at sufficient quality or speed, ...
Companies increasingly rely on user-generated images and videos for engagement... From ecommerce platforms encouraging customers to share product images to social media companies promoting user-generated videos and images, using user content for engagement is a powerful strategy... These approaches don’t scale to effectively moderate millions of images and videos at sufficient quality or speed, ...

Universal Music Group sues Anthropic AI over copyright infringement
TutoSartup excerpt from this article:
Universal Music Group, Concord Publishing and ABKCO Music & Records alleged that Anthropic “unlawfully” copied and disseminated “vast amounts of copyrighted works” from the publishers... Universal Music Group (UMG), Concord Publishing and ABKCO Music & Records have filed a lawsuit against the artificial intelligence (AI...
Universal Music Group, Concord Publishing and ABKCO Music & Records alleged that Anthropic “unlawfully” copied and disseminated “vast amounts of copyrighted works” from the publishers... Universal Music Group (UMG), Concord Publishing and ABKCO Music & Records have filed a lawsuit against the artificial intelligence (AI...