Today AWS announces new features in Amazon SageMaker Canvas that help business analysts generate insights from thousands of documents, images, and lines of text in minutes with machine learning (ML). Starting today, you can access ready-to-use models and create custom text and image classification models alongside previously supported custom models for tabular data, all without requiring ML experience or writing a line of code. Business analysts across different industries want to apply AI/ML solutions to generate insights from a variety of data and respond to ad-hoc analysis requests coming from business stakeholders. By applying AI/ML in their workflows, analysts can automate manual, time-consuming, and error-prone processes, such as inspection, classification, as well as extraction of insights from raw data, images,…
Month: March 2023
Simplify Service-to-Service Connectivity, Security, and Monitoring with Amazon VPC Lattice – Now Generally Available
At AWS re:Invent 2022, we introduced in preview Amazon VPC Lattice, a new capability of Amazon Virtual Private Cloud (Amazon VPC) that gives you a consistent way to connect, secure, and monitor communication between your services. With VPC Lattice, you can define policies for network access, traffic management, and monitoring to connect compute services across instances, containers, and serverless applications. Today, I am happy to share that VPC Lattice is now generally available. Compared to the preview, you have access to new capabilities: Services can use a custom domain name in addition to the domain name automatically generated by VPC Lattice. When using HTTPS, you can configure an SSL/TLS certificate that matches the custom domain name. You can deploy the…
New ways we tackle fake contributions on Google Maps
Google Maps prioritized fighting fake contributions and used a variety of techniques including ML to combat policy-violating content. from Maps https://blog.google/products/maps/google-maps-fake-contributions-ai-machine-learning/
Amazon GuardDuty Now Supports Amazon EKS Runtime Monitoring
Since Amazon GuardDuty launched in 2017, GuardDuty has been capable of analyzing tens of billions of events per minute across multiple AWS data sources, such as AWS CloudTrail event logs, Amazon Virtual Private Cloud (Amazon VPC) Flow Logs, and DNS query logs, Amazon Simple Storage Service (Amazon S3) data plane events, Amazon Elastic Kubernetes Service (Amazon EKS) audit logs, and Amazon Relational Database Service (Amazon RDS) login events to protect your AWS accounts and resources. In 2020, GuardDuty added Amazon S3 protection to continuously monitor and profile S3 data access events and configurations to detect suspicious activities in Amazon S3. Last year, GuardDuty launched Amazon EKS protection to monitor control plane activity by analyzing Kubernetes audit logs from existing and…