Workshops

An introduction generating clinical notes using AWS HealthScribe, Amazon Bedrock and Amazon Transcribe

The Amazon Connect Operational Workshop teaches you how to effectively operate and troubleshoot Amazon Connect workloads in production.

This workshop enables participants to go through common scenarios and how to mitigate them using data perimeters.

Developing, deploying and troubleshooting applications on Amazon Managed Service for Apache Flink

Do you have an application written in Java, Python, or Go and are wondering how to migrate to AWS Graviton instances? During this hands-on workshop, you'll go through a step-by-step approach on how to migrate an application running on x86 to AWS Graviton instances.

In this workshop, you will learn how to provision, manage, and maintain your Kubernetes clusters with Amazon Elastic Kubernetes Service (Amazon EKS) scaling optimally using Karpenter. Karpenter is a node lifecycle management solution used to scale your Kubernetes cluster. Karpenter observes incoming pods and launches the right-sized Amazon EC2 Instance appropriately for the workload. Instance selection decisions are intent based and driven by the specification of incoming pods, including resource requests and scheduling constraints.

In this workshop, you will learn how to create, configure, and test dual-stack VPC, dual-stack and IPv6-only subnets and how to launch IPv6 resources within it. You will also learn how to expose Internet-facing applications using Application Load Balancer (ALB) or Network Load Balancer (NLB) and build end-to-end connectivity using IPv6.

In this hands-on workshop you will learn how to streamline single sign-on experience for workforce users to perform interactive analytics with fine grained access controls. You will work on a use case to analyze the top trending products based on the data available in data lake. You will configure AWS IAM Identity Center to create users and groups, AWS Lake Formation to implement fine grained access controls and Amazon EMR to run your analytics queries and identify the top trending products. Finally, you will audit data access for compliance. As part of building this use case, you will learn about AWS IAM Identity Center and it feature Trusted Identity Propagation that enables this experience.

This workshop is designed to introduce participants to IAM Roles Anywhere advanced features such as fine grained authentication and authorisation using certificate fields for ABAC, combined with IAM Unused Access Analyzer to implement least privilege to show how they can migrate from static (and overly permissioned) credentials to properly scoped IAM roles for modern machine-to-machine access

AWS Terraform provider engineering workshop, and how-to. Bug fixes, adding new features, and adding new AWS services. Used by internal AWS Service Teams and AWS Customers.

A wayt o learn how Amazon EKS provides two ways to grant AWS Identity and Access Management (IAM) permissions to workloads that run in Amazon EKS clusters: IAM roles for service accounts and the newer EKS Pod Identities.

In this workshop, you will learn how to leverage the new Terraform Testing Framework introduced in v1.6.0 to perform manual as well as automated unit, integration, and security tests for your Terraform projects. You will then learn how to build a basic Terraform CI/CD pipeline on AWS to automate these tests and deploy your infrastructure safely and securely.

Learn how GitHub Actions can automatically validate and analyze IAM policies when permitting developer policy authoring abilities without compromising security.

An introduction architecting generative AI applications on AWS Hybrid and Edge services

This workshop gives you hands-on experience working with Agents for Amazon Bedrock, the easiest way to create Generative AI applications. It provides examples of how to connect with existent APIs and Knowledge Bases. It cover various topics from action group definition with Lambda execution or Return of Control, Knowledge Bases Integration, Session State definition and Advanced Prompts.

This workshop gives you hands-on experience on Amazon Bedrock, the easiest way to build and scale generative AI applications with foundation models. It provides examples for prompt engineering, text generation, Knowledge Bases for Amazon Bedrock and RAG, model customization, image and multi-modal applications, Agents for Amazon Bedrock and Open source integration with Amazon Bedrock.

In this workshop, you will build a sample generative AI document chatbot app on AWS using Amazon Bedrock and Generative AI CDK Constructs. You will learn the common infrastructure patterns for generative AI apps on AWS, and take advantage of AWS CDK to easily deploy the required architecture while avoiding the undifferentiated heavy lifting of reinventing common architectural patterns from scratch.

An introduction architecting generative AI applications on AWS Hybrid and Edge services

Deploy a complete simulation of a bottling plant, starting with the actual PLC controls, including the Codesys IDE and HMI on a Windows EC2 instance, Edge to collect the machine data and securely ingest into the cloud, and compute and monitor KPIs like OEE (Overall Equipment Effectiveness) and alarms in a cloud based dashboard with a digital twin of the plant. You'll be able to interact with the machines through the web base HMI and see the results in the real-time dashboard

Introduction to Amazon Sagemaker Notebook to integrate a Generative AI and Large Language Model (LLM) to improve the user's experience to get insight from their business data stored in SAP HANA Cloud. We will use Amazon Bedrock, Python language, Langchain, PandasAI and SQLAlchemy to orchestrate this solution.

This workshop is designed to inspire and educate professionals in the industry, attendees will learn best practices for leveraging the vast potential of generative AI models and use of and GenAI in Predictive maintenance, root cause analysis of equipments using manufacturer specs, generate shift handover report, analyzing RFP documents, disappearing workforce and unlocking new opportunities.

Through a captivating real-world business use case, participants will witness firsthand how generative AI can redefine the way you approach problem-solving and innovation. This workshop consists of step-by-step comprehensive guides and presentation material detailing how they might use generative AI to solve real business problems.

This workshop will help you learn how to use Amazon Q Developer to write more secure code and reduce the number of security findings present in it. Amazon Q Developer is an AI coding companion that provides suggestions for code snippets & full code generation based on the context of your file, function & variable names, and comments. It is powered by machine learning and trained on billions of lines of AWS & other open source code..

Step into the next generation of developer experience powered by Amazon Q a generative AI–powered assistant. This workshop is designed to teach you how to effectively use Amazon Q to assist in coding, debugging, and enhancing your data analytics capabilities.

This workshop will provide hands-on experience to use Payment Galaxy (Finzly’s payment hub) on AWS to connect to FedNow and RTP networks to provide instant payment services between bank accounts.

This workshop to build a complete serverless application that demonstrates how to convert text-to-speech using Amazon Polly.

SMART-on-FHIR enabled AWS HealthLake data store allows FHIR compliant applications to access data stored in a HealthLake data store. HealthLake data is accessed by authenticating and authorizing requests using an authorization server. In this workshop, we showcase how to secure the FHIR API access to a SMART-on-FHIR enabled HealthLake data store with two IdP solutions: native AWS service - Amazon Cognito user pool - and an open source solution - Keycloak.

An introduction to the AWS Payment Cryptography

This module is part of the Amazon Connect CTI Adapter for Salesforce workshop series and focuses on integrating with data residing with a Salesforce organization.