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COURSE
Deniz Yilmaz
NEW
Configuring and Launching Hyperparameter Tuning Jobs With Amazon SageMaker AMT
Beginner
Duration: 20 minutes and 33 seconds
Author: Deniz Yilmaz; Type: new course; Difficulty: Beginner; Duration: 20 minutes and 33 seconds; Content Topics: Machine Learning; This course has: 7 Lectures
HANDS-ON LAB
Ben Lambert
NEW
Building with the OpenAI Assistants API
Intermediate
Duration: Up to 30 minutes
Author: Ben Lambert; Type: new hands-on lab; Difficulty: Intermediate; Description: Learn how to use the OpenAI Assistants API to build AI-based applications.; Duration: Up to 30 minutes; This hands-on lab has: 1 Lab step
COURSE
Deniz Yilmaz
NEW
Monitoring Model Inference With Amazon SageMaker
Beginner
Duration: 35 minutes and 55 seconds
Author: Deniz Yilmaz; Type: new course; Difficulty: Beginner; Duration: 35 minutes and 55 seconds; Content Topics: Machine Learning; This course has: 7 Lectures

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HANDS-ON LAB
Logan Rakai
API Management with Apigee
Intermediate
Duration: Up to 2 hours and 30 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Learn how to set up an Apigee organization, API proxies, authentication policies, and more in this hands-on lab.; Duration: Up to 2 hours and 30 minutes; Content Topics: Development Tools; This hands-on lab has: 8 Lab steps
HANDS-ON LAB
Andrew Burchill
Auto scaling and testing an Amazon ECS deployment
Beginner
Duration: Up to 1 hour
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
HANDS-ON LAB
Daniel Wood
CKA Practice Exam: Troubleshooting
Intermediate
Duration: Up to 50 minutes
Author: Daniel Wood; Difficulty: Intermediate; Description: Prepare for the Certified Kubernetes Administrator (CKA) exam by solving practice problems and reviewing their solutions in this lab on troubleshooting.; Duration: Up to 50 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jeremy Cook
CKA Practice Exam - Cluster Architecture, Installation & Configuration
Intermediate
Duration: Up to 1 hour
Author: Jeremy Cook; Difficulty: Intermediate; Description: Prepare for the Cluster Architecture, Installation & Configuration 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: 3 Lab steps
HANDS-ON LAB
Jeremy Cook
CKA Practice Exam - Services and Networking
Intermediate
Duration: Up to 1 hour
Author: Jeremy Cook; Difficulty: Intermediate; Description: Prepare for the Services and Neworking 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: 3 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Best Practices for Organizing dbt Models
Advanced
Duration: Up to 1 hour and 15 minutes
Author: Stefano Cascavilla; Difficulty: Advanced; Description: In this lab, you will define some dbt models and you will organize them following best practices in order to keep and maintain a clear dbt project.; Duration: Up to 1 hour and 15 minutes; Content Topics: Data Modeling; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Understand and Work With dbt Seeds
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will understand what dbt seeds are, you will create and use them, and will build a model based on a seed.; Duration: Up to 1 hour; Content Topics: Data Modeling; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Farish Kashefinejad
Working With JavaScript Spread Operator
Intermediate
Duration: Up to 45 minutes
Author: Farish Kashefinejad; Difficulty: Intermediate; Description: In this lab, you will be working with the JavaScript Spread Operator. The spread operator is a syntax with the purpose of unpacking values from an iterable data collection into individual elements.; Duration: Up to 45 minutes; Content Topics: Development; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Farish Kashefinejad
Working with JavaScript Destructuring
Intermediate
Duration: Up to 45 minutes
Author: Farish Kashefinejad; Difficulty: Intermediate; Description: In this lab, you will be working with JavaScript Destructuring. Destructuring is a way to unpack data from collections such as arrays and objects and bind that data to variables.; Duration: Up to 45 minutes; Content Topics: Development; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
QA
Azure Availability sets and Azure Load Balancer Basic
Intermediate
Duration: Up to 2 hours
Author: QA; Difficulty: Intermediate; Description: Learn how to deploy highly available Azure VMs into an availability set behind a Basic Azure Load Balancer by using Azure Resource Manager templates and analyze highly available Azure VMs deployed into an availability set behind a Basic Azure Load Balancer.; Duration: Up to 2 hours; Content Topics: Microsoft Azure; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Mastering Pattern Matching in Scala
Advanced
Duration: Up to 45 minutes
Author: Stefano Cascavilla; Difficulty: Advanced; Description: In this lab, you will start using the pattern matching in Scala, to avoid complex checking on types and structures.; Duration: Up to 45 minutes; Content Topics: Development; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Integrating Common Higher-Order Functions with the For-Expressions in Scala
Advanced
Duration: Up to 45 minutes
Author: Stefano Cascavilla; Difficulty: Advanced; Description: In this lab, you will understand the principles of the for-expressions in Scala, and you will understand how to implement map and filter with them.; Duration: Up to 45 minutes; Content Topics: Development; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Writing and Using Higher-Order and Anonymous Functions in Scala
Intermediate
Duration: Up to 45 minutes
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will understand and start using higher-order functions and anonymous functions.; Duration: Up to 45 minutes; Content Topics: Development; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Introducing Generics for Classes and Functions in Scala
Intermediate
Duration: Up to 45 minutes
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will work with generics for classes and functions to leverage the most common polymorphism used in functional programming.; Duration: Up to 45 minutes; Content Topics: Development; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Leveraging the Yahoo Finance API to Retrieve and Visualize Financial Data
Beginner
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will leverage the Yahoo Finance API using the yfinance Python library, and you will visualize the market data using the plotly Python library.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jun Fritz
Embedding Documents With LangChain and Amazon Bedrock
Intermediate
Duration: Up to 1 hour
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to use AWS SAM, Amazon Bedrock, and LangChain to deploy an automated document embedding application in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Serverless; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Jun Fritz
Enhancing Generative AI Models With Retrieval-Augmented Generation (RAG)
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn the fundamentals of Retrieval-Augmented Generation (RAG) and how to enhance the accuracy of generative AI models in this hands-on lab.; Duration: Up to 30 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jun Fritz
Invoking Amazon Bedrock Models Using the Bedrock Runtime and AWS Lambda
Intermediate
Duration: Up to 1 hour and 15 minutes
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
HANDS-ON LAB
Ben Lambert
Git Hooks
Intermediate
Duration: Up to 1 hour
Author: Ben Lambert; Difficulty: Intermediate; Description: Git hooks can be used to automate tasks such as running tests, linting code, and checking for code formatting issues. Learn to create Git hooks in this hands-on lab.; Duration: Up to 1 hour; Content Topics: DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Ben Lambert
Undoing Changes in Different States of Git
Intermediate
Duration: Up to 1 hour
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
HANDS-ON LAB
Jun Fritz
Monitoring Amazon ECS Resources With Amazon CloudWatch
Intermediate
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to monitor and react to AWS ECS metrics using Amazon CloudWatch container insights in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Parveen Singh
Deploying Container App with Azure Function using Managed Identity Authentication
Advanced
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Advanced; Description: Provision a container app using an HTTP Triggered Azure Function with managed identity authentication in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Serverless; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jun Fritz
Developing a REST API with the AWS SAM CLI
Beginner
Duration: Up to 1 hour
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to utilize the AWS SAM CLI to develop an API Gateway REST API in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Serverless; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jun Fritz
Troubleshooting Terraform Environments
Beginner
Duration: Up to 45 minutes
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