Training Library

Learn cloud computing, test your cloud skills, and understand how to approach and solve business problems with real cloud scenarios across Amazon Web Services, Microsoft Azure, Google Cloud, DevOps, and other cloud ecosystem services. New content and updates are added every month.

New this month in our library

HANDS-ON LAB
Logan Rakai
NEW
Orchestrate Agents with Microsoft Foundry Workflows
Intermediate
Duration: Up to 1 hour and 15 minutes
Author: Logan Rakai; Type: new hands-on lab; Difficulty: Intermediate; Description: Learn to create and manage multi-agent workflows using Microsoft Foundry to automate complex tasks.; Duration: Up to 1 hour and 15 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Paul Thomas
NEW
Introduction to Agentic AI on Google Cloud
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Paul Thomas; Type: new hands-on lab; Difficulty: Beginner; Description: Introduction to Agentic AI on the Google Cloud Platform using Vertex AI Studio and Agent Designer.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 6 Lab steps
COURSE
NEW
AI Guardrails
Beginner
Duration: 16 minutes and 35 seconds
Type: new course; Difficulty: Beginner; Duration: 16 minutes and 35 seconds; This course has: 10 Units

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HANDS-ON LAB
Calculated Systems
Creating a Weather Forecasting Chatbot with Dialogflow
Advanced
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Advanced; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 8 Lab steps
HANDS-ON LAB
Ana Rojo Echeburua
Building Single Agent Systems
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Lab for Module 3 of the Building AI Agents course.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 1 Lab step
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
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
Ana Rojo Echeburua
Text analysis and LLMs - transformer model architecture
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Explore transformer model architecture in this hands-on lab environment.; Duration: Up to 1 hour and 30 minutes; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Ana Rojo Echeburua
Text analysis and LLMs - prompt engineering
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Explore prompt engineering in this hands-on lab environment.; Duration: Up to 1 hour and 30 minutes; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Ana Rojo Echeburua
Text Analysis and LLMs - Tokens and Embeddings
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Explore tokens and embeddings in this hands-on lab environment.; Duration: Up to 1 hour and 30 minutes; This hands-on lab has: 1 Lab step
SIMULAB
Logan Rakai
Data Detectives: SQL Query SimuLab
Duration: Up to 1 hour
Author: Logan Rakai; Difficulty: Beginner; Description: A disgruntled ex-employee has taken the company’s data hostage. Prove your SQL skills by answering key business questions, and they’ll agree to reverse the damage.; Duration: Up to 1 hour; Content Topics: SQL; This simulab has: 1 Lab step
HANDS-ON LAB
Andrew Burchill
Optimising AWS Compute and Autoscaling for Cost Efficiency
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to optimise AWS compute and autoscaling for cost efficiency in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Implementing a RAG Pipeline With AWS Step Functions
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to implement a RAG pipeline to support a knowledge base using AWS Step Functions in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Parveen Singh
Using Generative AI to Create Apps in Azure OpenAI Service
Advanced
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Advanced; Description: In this lab, you will use generative AI to create an app in Azure OpenAI Service.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jeremy Cook
Utilizing Lightswitch and Janitor Patterns for Cost Optimization of AWS Cloud Resources
Intermediate
Duration: Up to 1 hour
Author: Jeremy Cook; Difficulty: Intermediate; Description: Utilizing Lightswitch and Janitor Patterns for Cost Optimization of AWS Cloud Resources; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Ben Lambert
Observability: Open Telemetry
Intermediate
Duration: Up to 2 hours and 30 minutes
Author: Ben Lambert; Difficulty: Intermediate; Description: OpenTelemetry has become the standard for collecting telemetry data from your applications and infrastructure. Learn how to instrument applications to provide key insights.; Duration: Up to 2 hours and 30 minutes; Content Topics: Site Reliability; This hands-on lab has: 9 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Leveraging Common Scala Immutable Data Structures
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will start using the most important and common immutable data structures in Scala.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Calculated Systems
Reviewing Product Inventory in a Cloud SQL Database
Beginner
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Beginner; Description: This lab trains you to use a MySQL Database in Google Cloud SQL by populating it from a CSV file and running queries against it using Python and SQL.; Duration: Up to 1 hour; Content Topics: Google Cloud Platform; This hands-on lab has: 3 Lab steps
LAB CHALLENGE
Parveen Singh
Azure AI Document Intelligence Service Challenge
Intermediate
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Intermediate; Description: Put your skills to test by attempting to solve a real-world problem using Azure AI Document Intelligence Service.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This lab challenge has: 1 Lab step
HANDS-ON LAB
Parveen Singh
Attaching an Application Security Group to an Azure VM Running Web Server
Beginner
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Beginner; Description: Learn how to create an application security group and attach it to an Azure VM running a web server in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Networking; This hands-on lab has: 3 Lab steps
LAB CHALLENGE
Jun Fritz
AWS Glue Challenge
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Put your knowledge of AWS Glue to the test by configuring a data integration solution in this hands-on lab challenge.; Duration: Up to 45 minutes; Content Topics: Analytics; This lab challenge has: 1 Lab step
LAB CHALLENGE
Stefano Cascavilla
Introduction to Scala Challenge
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: Demonstrate your Scala skills by performing tasks required to use the main components of Scala for functional programming.; Duration: Up to 1 hour; Content Topics: Development; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Ana Rojo Echeburua
End of Course Building AI Agents Project
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Lab for Module 9 of the Building AI Agents course.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Ana Rojo Echeburua
Tracing, Observability, Monitoring & Evaluation in Agentic Systems
Intermediate
Duration: Up to 2 hours
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Learn about monitoring, observability, and evaluation in agentic AI systems using LangSmith and Tavily.; Duration: Up to 2 hours; Content Topics: Artificial Intelligence; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Ana Rojo Echeburua
Building AI Agents for Good: Ethics, Risk, and Responsibility
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Ana Rojo Echeburua; Difficulty: Intermediate; Description: Lab for Module 6 of the Building AI Agents course.; Duration: Up to 1 hour and 30 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 1 Lab step
LAB CHALLENGE
Stefano Cascavilla
Yahoo Finance API Data Visualization Challenge
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: Demonstrate your Yahoo Finance API and plotly knowledge by integrating them, fetching market data, and then displaying and plotting them.; Duration: Up to 1 hour; Content Topics: Development; This lab challenge has: 2 Lab steps