Amazon Web Services Training Library
The demand for the workforce to be able to operate in the cloud is growing exponentially. Cloud Academy offers easy access to the new generation of cloud training, for professionals and enterprise. The Amazon Web Services Training Library is a hub of highly-rated resources including learning paths, courses, labs, quizzes, and exams to enable you to get the right training to put you on the right track for AWS success.
Master Your Skills!
Assess your proficiency with Smart Skills and get personalized training to skip what you already know, or start as a beginner and master your skills from the ground up.Learn smarterExplore all library
Certification Prep
- HANDS-ON LABAndrew Burchill
Accelerating SageMaker Training With HyperParameter TuningBeginnerDuration: Up to 1 hour and 30 minutesAuthor: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use Automatic Model HyperParameter Tuning to accelerate machine learning model development in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps - HANDS-ON LABJun Fritz
Implementing Conversational Memory Using LangChain and Amazon DynamoDBIntermediateDuration: Up to 45 minutesAuthor: 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 LABJun FritzWorking With Conversational Memory and the Amazon Bedrock Converse APIBeginnerDuration: Up to 30 minutesAuthor: 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 LABJun FritzDeveloping Chains and Runnables With the LangChain Expression Language (LCEL)BeginnerDuration: Up to 45 minutesAuthor: 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 LABAndrew BurchillPerforming Data Quality Checks Using an Amazon Athena NotebookBeginnerDuration: Up to 1 hourAuthor: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use an Amazon Athena Notebook to perform data quality checks in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This hands-on lab has: 2 Lab steps
- HANDS-ON LABJun FritzFormatting Large Language Model Inputs With LangChain Prompt TemplatesBeginnerDuration: Up to 45 minutesAuthor: 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 LABAndrew BurchillUsing AWS Global Accelerator With AWS WAFBeginnerDuration: Up to 1 hour and 30 minutesAuthor: Andrew Burchill; Difficulty: Beginner; Description: Learn how to combine AWS Global Accelerator and AWS WAF with an Application Load Balancer for low latency global routing in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Networking, Management, Security, Compute; This hands-on lab has: 4 Lab steps
- HANDS-ON LABAndrew BurchillIntegrating with an Amazon S3 File GatewayBeginnerDuration: Up to 1 hourAuthor: Andrew Burchill; Difficulty: Beginner; Description: Learn how to set up and configure an Amazon S3 File Gateway in this hands-on lab experience.; Duration: Up to 1 hour; Content Topics: Storage, Compute; This hands-on lab has: 5 Lab steps
- HANDS-ON LABAndrew BurchillUsing Amazon DocumentDB to Store and Search Vector DataBeginnerDuration: Up to 1 hourAuthor: Andrew Burchill; Difficulty: Beginner; Description: Lean how to use Amazon DocumentDB's vector search functionality in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Development, Databases; This hands-on lab has: 4 Lab steps
- HANDS-ON LABJeremy Cook
Configuring ECS Tasks with EFS Shared StorageIntermediateDuration: Up to 1 hourAuthor: Jeremy Cook; Difficulty: Intermediate; Description: In this hands-on lab, participants will learn how to configure Amazon Elastic Container Service (ECS) tasks to use Amazon Elastic File System (EFS) as shared storage.; Duration: Up to 1 hour; Content Topics: Containers; This hands-on lab has: 6 Lab steps - HANDS-ON LABJun FritzDetecting Problems With Amazon CloudWatch Application InsightsBeginnerDuration: Up to 1 hourAuthor: Jun Fritz; Difficulty: Beginner; Description: Learn how to use Amazon CloudWatch Application Insights to detect problems with your applications and troubleshoot issues in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Amazon CloudWatch; This hands-on lab has: 3 Lab steps
- LAB CHALLENGEAndrew BurchillAmazon EKS IAM ChallengeIntermediateDuration: Up to 1 hourAuthor: Andrew Burchill; Difficulty: Intermediate; Description: Put your Amazon Elastic Kubernetes Service and AWS Identity and Access Management skills to the test in this hands-on lab challenge.; Duration: Up to 1 hour; Content Topics: Amazon Web Services; This lab challenge has: 1 Lab step
- HANDS-ON LABAndrew BurchillImplementing Robust Health Checks in an AWS CodePipelineBeginnerDuration: Up to 1 hour and 30 minutesAuthor: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use AWS Lambda to health check an application and integrate it into an AWS CodePipeline in this hands-on lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 6 Lab steps
- HANDS-ON LABQA
AWS Reliability Architecture LabAdvancedDuration: Up to 5 hours and 33 minutesAuthor: QA; Difficulty: Advanced; Description: AWS Reliability Architecture Lab; Duration: Up to 5 hours and 33 minutes; This hands-on lab has: 3 Lab steps - LAB CHALLENGEJun FritzAWS Glue ChallengeBeginnerDuration: Up to 45 minutesAuthor: 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
- HANDS-ON LABAndrew BurchillImplementing an ETL Pipeline with AWS SDK for PandasBeginnerDuration: Up to 1 hourAuthor: Andrew Burchill; Difficulty: Beginner; Description: Learn how to use the AWS SDK for Pandas to process real-time transaction data 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 LABLogan Rakai
Multicloud Networking: Securely Connecting Virtual Networks in AWS and AzureBeginnerDuration: Up to 1 hour and 30 minutesAuthor: Logan Rakai; Difficulty: Beginner; Description: Learn how to securely connect virtual networks in AWS and Azure in this multicloud lab.; Duration: Up to 1 hour and 30 minutes; Content Topics: Networking; This hands-on lab has: 8 Lab steps - HANDS-ON LABAndrew BurchillTracking Generative AI Usage With Amazon Bedrock Inference ProfilesBeginnerDuration: Up to 1 hour and 30 minutesAuthor: Andrew Burchill; Difficulty: Beginner; Description: Learn how to create Amazon Bedrock inference profiles and use them to track model usage.; Duration: Up to 1 hour and 30 minutes; Content Topics: Amazon Web Services; This hands-on lab has: 4 Lab steps