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
QA
NEW
Live Lab QASREE-BL: Lab 5 DR Site creation
Beginner
Duration: Up to 3 hours
Author: QA; Type: new hands-on lab; Difficulty: Beginner; Description: This lab is focused on creating a DR site for AWS. If the Primary site resources have issues that affect service availability, it is important that this is detected and, where appropriate, automatic remedial action is performed. During this lab, you will be challenged to take an existing environment consisting of a basic web frontend, provisioned by an autoscaling group and database backend and provision a 'Pilot Light' DR site. As this is a challenge-style lab, you will only be given high-level instructions with supporting information when required.; Duration: Up to 3 hours; This hands-on lab has: 13 Lab steps
HANDS-ON LAB
QA
NEW
Live Lab QASREE-BL: Lab 4 Stress Testing
Beginner
Duration: Up to 3 hours
Author: QA; Type: new hands-on lab; Difficulty: Beginner; Description: This lab uses an AWS infrastructure — Web, Application, and Database, to help you explore stress testing tools such as Stress, JMeter and BlazeMeter; Duration: Up to 3 hours; This hands-on lab has: 12 Lab steps
HANDS-ON LAB
QA
NEW
Live Lab QASREE-BL : Lab 3 Monitoring
Beginner
Duration: Up to 3 hours
Author: QA; Type: new hands-on lab; Difficulty: Beginner; Description: This lab takes you through the steps of setting up monitoring in the cloud. Using EC2s you will use Prometheus metrics, Grafana dashboards, and Splunk for logging.; Duration: Up to 3 hours; This hands-on lab has: 9 Lab steps

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COURSE
Brian Harrison
Configuring Azure VNet Integration
Advanced
Duration: 42 minutes and 46 seconds
Author: Brian Harrison; Difficulty: Advanced; Duration: 42 minutes and 46 seconds; Content Topics: Networking; This course has: 8 Units
COURSE
Jorge Negrón
Automating and Centralizing Security Checks with AWS Security Hub
Beginner
Duration: 19 minutes and 30 seconds
Author: Jorge Negrón; Difficulty: Beginner; Duration: 19 minutes and 30 seconds; Content Topics: Security; This course has: 10 Units
COURSE
Arthur Feldkamp
Introduction to Developing on Anthos
Intermediate
Duration: 53 minutes and 47 seconds
Author: Arthur Feldkamp; Difficulty: Intermediate; Duration: 53 minutes and 47 seconds; Content Topics: Google Cloud Platform; This course has: 12 Units
COURSE
Jake Gardner
Managing Regulatory Compliance in Microsoft 365
Intermediate
Duration: 53 minutes and 37 seconds
Author: Jake Gardner; Difficulty: Intermediate; Duration: 53 minutes and 37 seconds; Content Topics: Laws, Regulation and Compliance; This course has: 9 Units
COURSE
Stuart Scott
Running Operations & Large Scale Data Transfer in non-AWS Environments with the AWS Snow Family
Intermediate
Duration: 26 minutes and 15 seconds
Author: Stuart Scott; Difficulty: Intermediate; Duration: 26 minutes and 15 seconds; Content Topics: Migration, Storage; This course has: 7 Units
COURSE
Stuart Scott
Performing Data Transfers using AWS DataSync
Intermediate
Duration: 14 minutes and 16 seconds
Author: Stuart Scott; Difficulty: Intermediate; Duration: 14 minutes and 16 seconds; Content Topics: Big Data; This course has: 5 Units
COURSE
Andrea Giussani
PyTorch 101
Intermediate
Duration: 1 hour and 1 minute
Author: Andrea Giussani; Difficulty: Intermediate; Duration: 1 hour and 1 minute; Content Topics: Machine Learning; This course has: 7 Units
COURSE
Pradeep Bhadani
Managing Application Logs and Metrics on GCP
Intermediate
Duration: 50 minutes and 17 seconds
Author: Pradeep Bhadani; Difficulty: Intermediate; Duration: 50 minutes and 17 seconds; Content Topics: Google Cloud Platform; This course has: 13 Units
COURSE
Andrea Giussani
Building Machine Learning Pipelines with scikit-learn - Part Two
Intermediate
Duration: 1 hour and 9 minutes
Author: Andrea Giussani; Difficulty: Intermediate; Duration: 1 hour and 9 minutes; Content Topics: Machine Learning; This course has: 6 Units
COURSE
Jason Cannon
Advanced Command Line Skills – Command Line Kung Fu
Advanced
Duration: 17 minutes and 41 seconds
Author: Jason Cannon; Difficulty: Advanced; Duration: 17 minutes and 41 seconds; Content Topics: Operating System; This course has: 6 Units
COURSE
Thomas Mitchell
Logging and Monitoring Access Control on GCP
Intermediate
Duration: 19 minutes and 22 seconds
Author: Thomas Mitchell; Difficulty: Intermediate; Duration: 19 minutes and 22 seconds; Content Topics: Google Cloud Platform; This course has: 9 Units
COURSE
Andrea Giussani
Interactive Data Visualization with Python using Bokeh
Intermediate
Duration: 1 hour and 33 minutes
Author: Andrea Giussani; Difficulty: Intermediate; Duration: 1 hour and 33 minutes; Content Topics: Development; This course has: 7 Units
COURSE
Jeremy Cook
Introduction to Test Driven Development (TDD) - for .NET Core C# using xUnit
Intermediate
Duration: 2 hours
Author: Jeremy Cook; Difficulty: Intermediate; Duration: 2 hours; Content Topics: Test Driven Development (TDD); This course has: 13 Units
COURSE
Will Meadows
Feature Spotlight: VPC Reachability Analyzer
Intermediate
Duration: 5 minutes and 29 seconds
Author: Will Meadows; Difficulty: Intermediate; Duration: 5 minutes and 29 seconds; Content Topics: Networking, Security; This course has: 1 Unit
COURSE
Andrea Giussani
Data Visualization with Python using Matplotlib
Intermediate
Duration: 1 hour and 21 minutes
Author: Andrea Giussani; Difficulty: Intermediate; Duration: 1 hour and 21 minutes; Content Topics: Data Engineering, Data Transformation; This course has: 8 Units
COURSE
Ed Wright
TypeScript - Decorators
Beginner
Duration: 12 minutes and 13 seconds
Author: Ed Wright; Difficulty: Beginner; Duration: 12 minutes and 13 seconds; Content Topics: Development; This course has: 5 Units
HANDS-ON LAB
Andrew Burchill
Amazon Virtual Private Cloud (Amazon VPC) Playground
Beginner
Duration: Up to 4 hours
Author: Andrew Burchill; Difficulty: Beginner; Description: Experiment with modifying and observing a two-tier VPC in this hands-on playground.; Duration: Up to 4 hours; Content Topics: Networking, Security; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Integrating Conditional Logic into Terraform Configurations in Azure
Intermediate
Duration: Up to 40 minutes
Author: Luke Orellana; Difficulty: Intermediate; Description: Follow along with this hands-on lab and create a dynamic Terraform module by inserting conditional logic into the Terraform configuration.; Duration: Up to 40 minutes; Content Topics: Deployment, DevOps; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrew Burchill
Amazon Simple Storage Service (Amazon S3) Playground
Beginner
Duration: Up to 4 hours
Author: Andrew Burchill; Difficulty: Beginner; Description: Explore the Amazon Simple Storage Service (Amazon S3) in this hands-on playground lab.; Duration: Up to 4 hours; Content Topics: Storage; This hands-on lab has: 2 Lab steps
HANDS-ON LAB
Andrea Giussani
Introduction to Financial Data Manipulation with Python
Beginner
Duration: Up to 1 hour
Author: Andrea Giussani; Difficulty: Beginner; Description: The goal of this lab is to consolidate your data management and manipulation skills using Python.; Duration: Up to 1 hour; Content Topics: Development, Analytics; This hands-on lab has: 2 Lab steps
LAB CHALLENGE
Luke Orellana
Azure Machine Learning Challenge
Advanced
Duration: Up to 2 hours
Author: Luke Orellana; Difficulty: Advanced; Description: In this lab challenge, you will take on the role of a data scientist and create a machine learning experiment and train a model. Once successful, you will deploy the model as a web service.; Duration: Up to 2 hours; Content Topics: Microsoft Azure; This lab challenge has: 2 Lab steps
LAB CHALLENGE
Andrew Burchill
AWS Data Analytics Processing Challenge
Beginner
Duration: Up to 1 hour and 15 minutes
Author: Andrew Burchill; Difficulty: Beginner; Description: Put your skills to the test in this data analytics lab. Complete a data analytics processing solution before time runs out. You will need to be familiar with Amazon's Data Analytics services and associated tools in order to complete a partially built solution for processing log data from an EC2 instance using Amazon Kinesis, AWS Lambda, and Amazon S3.; Duration: Up to 1 hour and 15 minutes; Content Topics: Amazon Web Services; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Luke Orellana
Tuning Hyperparameters with Hyperdrive in Azure Machine Learning
Intermediate
Duration: Up to 1 hour
Author: Luke Orellana; Difficulty: Intermediate; Description: In this lab, use Azure's Machine Learning Hyperdrive package to quickly tune hyperparameters for a regression model.; Duration: Up to 1 hour; Content Topics: Microsoft Azure; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Calculated Systems
Dealing With Schema Changes in a Data Service
Intermediate
Duration: Up to 1 hour
Author: Calculated Systems; Difficulty: Intermediate; Description: This lab will walk you through the changing database schema requirements of a bug tracking application and how to handle them.; Duration: Up to 1 hour; Content Topics: Databases; This hands-on lab has: 3 Lab steps