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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.

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LEARNING PATH
Danny Jessee
AWS Solutions Architect – Associate (SAA-C03) Certification Preparation for AWS
Intermediate
Duration: Up to 73 hours and 6 minutes
Author: Danny Jessee; Difficulty: Intermediate; Description: Train to prepare for the AWS Certified Solutions Architect Associate Certification (SAA-C03) released by AWS on August 30th, 2022!; Duration: Up to 73 hours and 6 minutes; Content Topics: Amazon Web Services; This learning path has: 11 Courses, 3 Lab challenges, 1 Resource, 17 Exams, 22 Hands-on labs
LEARNING PATH
Guy Hummel
AZ-900 Exam Preparation: Microsoft Azure Fundamentals
Beginner
Duration: Up to 10 hours and 52 minutes
Author: Guy Hummel; Difficulty: Beginner; Description: This Course is designed to help you prepare for the AZ-900 Microsoft Azure Fundamentals exam.; Duration: Up to 10 hours and 52 minutes; Content Topics: Virtualization; This learning path has: 12 Courses, 1 Resource, 6 Exams, 3 Hands-on labs
LEARNING PATH
Danny Jessee
AWS Cloud Practitioner (CLF-C02) Certification Preparation
Beginner
Duration: Up to 35 hours and 23 minutes
Author: Danny Jessee; Difficulty: Beginner; Description: Train to prepare for the AWS Certified Cloud Practitioner (CLF-C02) exam; Duration: Up to 35 hours and 23 minutes; Content Topics: Amazon Web Services; This learning path has: 14 Courses, 3 Resources, 11 Exams, 9 Hands-on labs

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COURSE
Lee Mucciarone
NEW
Managing Roles in Microsoft Intune
Beginner
Duration: 4 minutes and 40 seconds
Author: Lee Mucciarone; Type: new course; Difficulty: Beginner; Duration: 4 minutes and 40 seconds; Content Topics: Business Suites; This course has: 4 Lectures
COURSE
Lee Mucciarone
NEW
Registering Devices to Microsoft Entra ID
Beginner
Duration: 8 minutes and 44 seconds
Author: Lee Mucciarone; Type: new course; Difficulty: Beginner; Duration: 8 minutes and 44 seconds; Content Topics: Identity and Access Management; This course has: 4 Lectures
HANDS-ON LAB
Andrew Burchill
NEW
Developing An Application on AWS using Generative AI
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Type: new hands-on lab; Difficulty: Beginner; Description: Learn how to use Generative AI to create a new application on AWS 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

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HANDS-ON LAB
Jun Fritz
Formatting Large Language Model Inputs With LangChain Prompt Templates
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to leverage LangChain Prompt Templates to format large language model inputs for better performance and accuracy in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Parveen Singh
Deploying a Containerized Text Analytics Solution with Azure AI
Beginner
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Beginner; Description: Learn how to deploy a containerized text analytics solution with Azure AI in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Machine Learning; This hands-on lab has: 3 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
Andrew Burchill
Employing Generative AI for Development With Amazon Bedrock
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to effectively make use of a Large Language Model when developing applications using Amazon Bedrock in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Automating Code Reviews Using Generative AI
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use a Generative AI model to perform code reviews in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Continuous Integration; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Parveen Singh
Analyzing and Moderating Text With Azure AI Content Safety Service Using Python SDK
Advanced
Duration: Up to 1 hour
Author: Parveen Singh; Difficulty: Advanced; Description: Learn how to analyze and moderate text with the Azure AI Content Safety service using Python SDK in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Artificial Intelligence; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Luke Orellana
Getting Started with Azure SQL Database
Beginner
Duration: Up to 45 minutes
Author: Luke Orellana; Difficulty: Beginner; Description: Explore the main features of Azure SQL and learn how to deploy and manage the service by connecting to the database and assigning user access in this lab.; Duration: Up to 45 minutes; Content Topics: SQL; This hands-on lab has: 5 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
Logan Rakai
Applied OpenAI Prompt Engineering
Intermediate
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Apply prompt engineering to develop a content categorization system in this lab.; Duration: Up to 30 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 1 Lab step
HANDS-ON LAB
Logan Rakai
Introduction to the OpenAI Chat Completions API
Beginner
Duration: Up to 30 minutes
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
HANDS-ON LAB
Andrea Giussani
Machine Learning with scikit-learn
Beginner
Duration: Up to 1 hour
Author: Andrea Giussani; Difficulty: Beginner; Description: The aim of this lab is to challenge you on building a supervised machine learning pipeline to predict the median values of owner-occupied housing in USD 1000 in the Boston dataset.; Duration: Up to 1 hour; Content Topics: Machine Learning; 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
Andrea Giussani
PySpark - How to build a Machine Learning Pipeline
Beginner
Duration: Up to 1 hour
Author: Andrea Giussani; Difficulty: Beginner; Description: In this hands-on lab, you will master your knowledge of PySpark, a very popular Python library for big data analysis and modeling.; Duration: Up to 1 hour; Content Topics: Machine Learning; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jun Fritz
Building a PDF RAG Chatbot Powered by LangChain and Amazon Bedrock
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Learn how to deploy a PDF Chatbot using retrieval-augmented generation (RAG), LangChain, and AWS services in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Serverless, Containers, Machine Learning; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Andrew Burchill
Deploying Large Language Models Using Ray Serve
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the scalable Ray Serve framework to performantly deploy a large language model in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jun Fritz
Generating Custom Images and Variations with Amazon Bedrock
Intermediate
Duration: Up to 40 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Generate images and variations using the Amazon Bedrock Image Playground and runtime in this hands-on lab.; Duration: Up to 40 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Andrew Burchill
Planning EC2 Capacity With Amazon Forecast
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: In this hands-on lab, you will see how to prepare web log data for use with Amazon Forecast's EC2 planning capability.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jun Fritz
Implementing Conversational Memory Using LangChain and Amazon DynamoDB
Intermediate
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Intermediate; Description: Leverage the LangChain framework to store and manage conversation history in Amazon DynamoDB in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Jun Fritz
Working With Conversational Memory and the Amazon Bedrock Converse API
Beginner
Duration: Up to 30 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Learn how to incorporate the Amazon Bedrock Converse API and conversational memory into your large language model application 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
Developing Chains and Runnables With the LangChain Expression Language (LCEL)
Beginner
Duration: Up to 45 minutes
Author: Jun Fritz; Difficulty: Beginner; Description: Step through an application to learn about the LangChain Expression Language (LCEL) and how to develop chains and custom runnables in this hands-on lab.; Duration: Up to 45 minutes; Content Topics: Development, Artificial Intelligence; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Logan Rakai
CKAD Practice Exam: Observability
Intermediate
Duration: Up to 50 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Prepare for the Observability domain of the Certified Kubernetes Application Developer (CKAD) exam in this lab with exam-like tasks and solution guide.; Duration: Up to 50 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jeremy Cook
CKAD Practice Exam: Pod Design
Intermediate
Duration: Up to 1 hour and 20 minutes
Author: Jeremy Cook; Difficulty: Intermediate; Description: Prepare for the Pod Design domain of the Certified Kubernetes Application Developer (CKAD) exam in this lab with exam-like tasks and solution guide.; Duration: Up to 1 hour and 20 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Logan Rakai
CKAD Practice Exam: State Persistence
Intermediate
Duration: Up to 30 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Prepare for the State Persistence domain of the Certified Kubernetes Application Developer (CKAD) exam in this lab with exam-like tasks and solution guide.; Duration: Up to 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jeremy Cook
CKAD Practice Exam: Services & Networking
Intermediate
Duration: Up to 1 hour
Author: Jeremy Cook; Difficulty: Intermediate; Description: Prepare for the Services & Networking domain of the Certified Kubernetes Application Developer (CKAD) exam in this lab with exam-like tasks and solution guide.; Duration: Up to 1 hour; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 4 Lab steps