Training Library

Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to invoke Amazon Bedrock models using the Amazon Bedrock API and AWS Lambda in this hands-on lab.; Duration: Up to 1 hour and 15 minutes; Content Topics: Serverless; This hands-on lab has: 3 Lab steps

Author: Logan Rakai; Difficulty: Beginner; Description: Learn how to use the OpenAI Chat completions API to generate text in this lab.; Duration: Up to 30 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 1 Lab step

Author: Ben Lambert; Difficulty: Intermediate; Description: Git includes multiple commands for undoing changes, depending on the situation. This hands-on lab covers the reset and revert commands.; Duration: Up to 1 hour; Content Topics: DevOps; This hands-on lab has: 3 Lab steps

Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to deploy an Amazon ECS cluster into an existing Amazon VPC using Terraform in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 5 Lab steps

Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the AWS CLI to configure auto scaling for an Amazon ECS deployment in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps

Author: Logan Rakai; Difficulty: Beginner; Description: Learn how to scan container images for known vulnerabilities using Trivy in this lab.; Duration: Up to 30 minutes; Content Topics: Security vulnerabilities, threats and countermeasures, Containers; This hands-on lab has: 3 Lab steps

Author: Daniel Wood; Difficulty: Intermediate; Description: Prepare for the Storage domain of the Certified Kubernetes Administrator (CKA) exam in this lab with exam-like tasks and a solution guide.; Duration: Up to 1 hour; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps

Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to configure and share AWS Lambda layers in the AWS console and with the AWS SAM CLI in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Serverless; This hands-on lab has: 3 Lab steps

Author: Ben Lambert; Difficulty: Intermediate; Description: Object oriented programming consists of bundling data and code together into a single entity referred to as **objects**. Object inheritance is an important aspect of object-oriented programming. Learn how to create object hierarchies in this hands-on lab.; Duration: Up to 2 hours; Content Topics: Development; This hands-on lab has: 6 Lab steps

Author: Ben Lambert; Difficulty: Intermediate; Description: Understanding how to handle exceptions is an essential aspect of Python development. Learn how to create, handle, and raise exceptions in Python through hands-on learning.; Duration: Up to 2 hours; Content Topics: Development; This hands-on lab has: 5 Lab steps

Author: Ben Lambert; Difficulty: Advanced; Description: The Python language syntax includes rules for anonymous functions named: lambda functions. Learn lambda functions through hands-on examples and a chance to practice what you've learned.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 4 Lab steps

Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to troubleshoot, debug, and remediate failed Terraform environments and undesired resource configurations in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Deployment; This hands-on lab has: 4 Lab steps

Author: Stefano Cascavilla; Difficulty: Advanced; Description: In this lab, you will understand what are dbt tests. You will then create a custom test, and test your sources and a model both with native dbt tests and with the custom dbt test.; Duration: Up to 1 hour and 15 minutes; Content Topics: Data build tool (dbt); This hands-on lab has: 7 Lab steps

Author: Adil Islam; Difficulty: Beginner; Description: Learn how to deploy a webapp to Azure App service locally using Git in this hands-on lab!; Duration: Up to 45 minutes; Content Topics: Microsoft Azure; This hands-on lab has: 5 Lab steps

Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will understand what are incremental dbt models, and you will create two models by using the incremental materialization type.; Duration: Up to 1 hour; Content Topics: Data build tool (dbt); This hands-on lab has: 5 Lab steps

Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to import an existing AWS CloudFormation template into an AWS CDK application in this hands-on lab.; Duration: Up to 30 minutes; Content Topics: Serverless; This hands-on lab has: 2 Lab steps

Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how the AWS CDK allocates and resolves dynamic resource attributes using tokens in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Serverless; This hands-on lab has: 4 Lab steps

Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will create your first dbt models. You will create a model starting from the dbt sources, and you will create another one starting from the existing model. You will then execute and materialize them in the PostgreSQL database.; Duration: Up to 1 hour; Content Topics: Data build tool (dbt); This hands-on lab has: 5 Lab steps

Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to write fine-grained assertion tests and prevent regressions in your application using the AWS CDK in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Serverless; This hands-on lab has: 3 Lab steps

Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will configure a dbt profile to connect to a PostgreSQL database, and you will define sources to be used in a dbt project.; Duration: Up to 40 minutes; Content Topics: Data build tool (dbt); This hands-on lab has: 4 Lab steps

Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will understand what Jinja macros are and why they are helpful. You will then leverage the most important native macros source and ref, and you will create a custom macro.; Duration: Up to 1 hour; Content Topics: Data build tool (dbt); This hands-on lab has: 6 Lab steps

Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will learn what is dbt, why it is super helpful for data transformations, and you will install it and create your first dbt project.; Duration: Up to 40 minutes; Content Topics: Data build tool (dbt); This hands-on lab has: 4 Lab steps

Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to include and manage your local files and directories as assets using the AWS CDK in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Serverless; This hands-on lab has: 4 Lab steps

Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to incorporate higher-level AWS resource definitions into your CDK applications with L2 constructs in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Serverless; This hands-on lab has: 4 Lab steps