Category: Advanced (300)

Maintaining multiple machine learning models across different teams can be challenging. Having a centralized platform to monitor and manage them can significantly reduce operational overhead and improve efficiency. Learn how the models trained and deployed in HAQM SageMaker can be monitored by DataRobot in a highly scalable fashion. In this way, customers can monitor both DataRobot-originated models and SageMaker-originated models under a single pane of glass.

Customers want an easier way to gather operational insights across their environments, including monitoring who has made changes to resources and when. Tata Consulting Services (TCS) developed a cloud management and orchestration platform called TCS Cloud Exponence that provides resource maintenance, patching, perimeter monitoring, vulnerability protection, observability, and compliance auditing. TCS leveraged AWS CloudTrail Lake to support the monitoring and compliance auditing capabilities.

Modern enterprise customers use AWS Marketplace datasets along with their business and operational data to create meaningful and deeper insights to improve their customer experience. Learn how to consume datasets from AWS Data Exchange to transform and store data in Databricks Lakehouse Platform using Delta Live Tables (DLT) and visualize it in HAQM QuickSight. DLT is a framework for building reliable, maintainable, and testable data processing pipelines.

With the advent of high-speed 5G networks, enterprises have sought to deliver low-latency experiences across industrial Internet of Things IoT (IIoT), media and entertainment, automotive, and beyond. At the core of these low latency experiences is data. This post builds on an earlier demonstration of MongoDB Realm on AWS Wavelength by amplifying the existing architecture with new features, and shows how to use the AWS Load Balancer Controller to deploy an Application Load Balancer in front of the database.

Managing and securing account access can feel like navigating a complex landmine of risk. Learn how to take a risk score calculated by Transmit Security and use it as an input to an authorization decision made by HAQM Verified Permissions, which delivers a pre-built system that simplifies policy-based access control and is flexible enough to address the most advanced authorization requirements for custom applications. With granular policies, it’s highly effective for determining who has access to what.

SaaS applications and services secure access to their resources by adding logic to make decisions when handling a user request. These decisions can be based on user roles and attributes, request context, and more. In this post, learn how CyberArk Identity works seamlessly as the identity provider with HAQM Verified Permissions. A managed authorization service, HAQM Verified Permissions provides a scalable, fine-grained permissions management and authorization service for custom apps.

The power and flexibility of Adobe Photoshop (and Lightroom) has moved to the cloud via a new set of developer APIs. These APIs allow for powerful integrations including ecommerce generators and other content automation streams. Organizations can now get Photoshop technology in the cloud, giving you the ability to scale content workflows and save time and money in the process. Learn what developers can add to their toolbox and how they can use different AWS services to build scalable image manipulation workflow.

When migrating on-premises MLOps to HAQM SageMaker Pipelines, customers often find it challenging to monitor metrics in training scripts and add inference scripts for custom machine learning models. Learn how Mission Cloud implemented an end-to-end SageMaker Pipeline to build the workflow of model development to production, accelerating their customer’s computer vision model production process. SageMaker Pipelines is a workflow orchestration tool for building ML pipelines with CI/CD capabilities.

HAQM QuickSight is an easy-to-use, cloud-powered analytics business intelligence tool that provides insights and analytics capabilities. Experts from AWS and Quantiphi, an AWS Premier Tier Services Partner, discuss an approach to assist users in leveraging HAQM QuickSight as an enterprise-wide BI tool. The entire process, creation of data sources, datasets, analysis, and eventually dashboards, can be automated using AWS CodePipeline.

Many companies report the biggest challenge when adopting Kubernetes is a lack of in-house skills. Infrastructure as code (IaC) blueprints can mitigate these gaps by accelerating hands-on experience, providing a reproducible foundation to configure, provision, and destroy clusters easily. Learn how Sysdig launched an add-on for HAQM EKS as well as Sysdig EKS Blueprints to enable organizations to confidently deploy instrumented Kubernetes clusters using Terraform.