Category: Advanced (300)

There is broad acceptance that AI and ML will help improve health outcomes for patients, and make healthcare more affordable. Data Science as a Service (DSaaS) from Change Healthcare is a secure, managed, healthcare data science platform that customers can leverage the embedded datasets and load their own datasets to be linked to deliver transformative and compliant insights. Learn how Change Healthcare built DSaaS to address the needs of practitioners developing AI/ML algorithms.

As software release cycles get progressively faster, coordinating database schema changes with application releases becomes more difficult. For some teams, it may require a complete overhaul of processes and perhaps even a change in mindset but it is possible. Tools such as GitLab and Liquibase can be used to automate the deployment of database schema changes. Learn how Blue Sentry has extensive experience using infrastructure as code (IaC) to improve CI/CD processes and to support better outcomes for customers.

Bottlerocket OS is designed to be able to run anywhere and has a pre-built variant for Amazon EKS. Learn how to deploy Codefresh Runners on Amazon EKS using Bottlerocket-based nodes to help scale your build environments quickly and benefit from Bottlerocket OS’s hardened security and simplified management. Codefresh is built with speed and scalability in mind so you can run your builds in a fraction of the time and lets you scale concurrent builds to meet these needs.

Despite the investments and commitment from leadership, many organizations are yet to realize the full potential of artificial intelligence (AI) and machine learning (ML). How can data science and analytics teams tame complexity and live up to the expectations placed on them? MLOps provides some answers. Hear from AWS Premier Consulting Partner Reply how you can “glue” the various components of MLOps together to build an MLOps solution using AWS managed services.

When you use Amazon S3 to store corporate data and host websites, you need additional logging to monitor access to your data and the performance of your applications. An effective logging solution enhances security and improves detection of security incidents. Learn how to use the Elastic Beats to extract logs stored in S3 buckets that can be indexed, analyzed, and visualized with the Elastic Stack. Elastic is an AWS ISV Partner that helps you find information, gain insights, and protect your data when you run on AWS.

AWS Amplify is a set of tools and services that can be used, together or on their own, to help frontend web and mobile developers build scalable full stack applications. With Amplify, you can configure app backends and connect your app in minutes, deploy static web apps in a few clicks, and easily manage app content outside the AWS Management Console. Learn how to add multi-factor authentication to a React Single-Page Application (SPA) using Auth0 and AWS Amplify.

With hybrid implementations, we see a design pattern where customers configure connectivity to allow communication between on-premises and VMware Cloud on AWS networks. Customers use various methods such us a VPN and/or AWS Direct Connect to implement hybrid cloud connectivity. Learn how to leverage Direct Connect to establish hybrid connectivity between on-premises VMware infrastructure and VMware Cloud on AWS.

Migrating your Veritas protected data, tape backups, and infrastructure to AWS allows for increased flexibility in managing data through its lifecycle. Leveraging this strategy in conjunction with Veritas NetBackup‘s deduplication capabilities allows you to realize cost savings over managing your data on-premises. Veritas on AWS ensures your data is highly available and provides savings over storing data in your data center and/or managing the tape backup archival process.

Dive deep on AWS Identity and Access Management (IAM) permissions and how the principle of least privilege can be best achieved when using AWS CloudFormation, and more specifically CloudFormation Modules, to provision resources on AWS. CloudFormation Modules are a way to package resource configurations for inclusion across stack templates, in a transparent, manageable, and repeatable way.

Learn how DARPA engaged AWS Premier Consulting Partner Effectual to ensure a secure and reliable AWS environment, as well as to develop a serverless web application that allowed click-button FPGA SoC provisioning to red team researchers for the different processor variants. The result was DARPA’s first public bug bounty program, which enabled research teams to improve their hardware defenses by addressing any discovered weaknesses or bugs.