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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
Stefano Cascavilla
Monitor Compute Engine Resources Through Cloud Monitoring
Intermediate
Duration: Up to 1 hour
Author: Stefano Cascavilla; Difficulty: Intermediate; Description: In this lab, you will understand the best practices to monitor a compute engine instance by viewing the usage, creating alert policies and creating a chart.; Duration: Up to 1 hour; Content Topics: Monitoring; This hands-on lab has: 9 Lab steps
HANDS-ON LAB
Antonio Angelino
Getting Started with Ansible
Intermediate
Duration: Up to 1 hour
Author: Antonio Angelino; Difficulty: Intermediate; Description: Create an Ansible Playbook towards the configuration of a LAMP (Linux, Apache, MySQL, Python -sometimes Perl or PHP) server in this hands-on lab.; Duration: Up to 1 hour; Content Topics: Management, DevOps; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Balance the Traffic to Compute Engine Instances Through a Load Balancer
Beginner
Duration: Up to 45 minutes
Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab you will create an instance group that will hold the VMs in your environment, then you will attach a load balancer to the group.; Duration: Up to 45 minutes; Content Topics: Virtualization; This hands-on lab has: 6 Lab steps
LAB CHALLENGE
Matt Martinez
Microsoft Azure Architect Challenge
Intermediate
Duration: Up to 2 hours
Author: Matt Martinez; Difficulty: Intermediate; Description: In this lab challenge, you'll be given a desired end state and be required to reach it using your knowledge of Microsoft Azure and relevant tools.; Duration: Up to 2 hours; Content Topics: Networking, Storage, Compute; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Matt Martinez
Using Git for Version Control: Managing Workflows
Intermediate
Duration: Up to 45 minutes
Author: Matt Martinez; Difficulty: Intermediate; Duration: Up to 45 minutes; Content Topics: DevOps; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Jeremy Cook
Performing a Kubernetes Deployment using ConfigMaps and Helm
Intermediate
Duration: Up to 2 hours and 30 minutes
Author: Jeremy Cook; Difficulty: Intermediate; Duration: Up to 2 hours and 30 minutes; Content Topics: Deployment, Compute, DevOps; This hands-on lab has: 8 Lab steps
HANDS-ON LAB
Jeremy Cook
Using a Dockerfile and Docker-Compose to Build and Run Containers
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Jeremy Cook; Difficulty: Beginner; Duration: Up to 1 hour and 30 minutes; Content Topics: Development, DevOps; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Andrew Burchill
Hands-On CloudFormation for Deploy Scalability
Intermediate
Duration: Up to 2 hours
Author: Andrew Burchill; Difficulty: Intermediate; Description: Scalable DevOps: Using CloudFormation for Whole VPC Stacks.; Duration: Up to 2 hours; Content Topics: Amazon Web Services; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Matt Martinez
Azure Resource Manager Templates In Depth
Intermediate
Duration: Up to 2 hours
Author: Matt Martinez; Difficulty: Intermediate; Description: In this lab, you will first create a Windows virtual machine using an Azure Resource Manager template, and then you will improve the template using several additional ARM features.; Duration: Up to 2 hours; Content Topics: Microsoft Azure; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Matt Martinez
Deploy and Modify Azure Resource Manager Templates
Beginner
Duration: Up to 1 hour
Author: Matt Martinez; Difficulty: Beginner; Description: In this lab, you will practice the basics of Azure Resource Manager by creating a basic template that will launch an Azure web app.; Duration: Up to 1 hour; Content Topics: Microsoft Azure; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Structure and Analyze Data with Google BigQuery
Beginner
Duration: Up to 45 minutes
Author: Stefano Cascavilla; Difficulty: Beginner; Description: This Lab will show you the basic concepts of BigQuery and will allow you to handle data and query them in a real GCP environment.; Duration: Up to 45 minutes; Content Topics: NoSQL, Big Data; This hands-on lab has: 6 Lab steps
HANDS-ON LAB
Logan Rakai
Network Mapping and Target Identification
Intermediate
Duration: Up to 3 hours and 17 minutes
Author: Logan Rakai; Difficulty: Intermediate; Duration: Up to 3 hours and 17 minutes; Content Topics: Security; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Stefano Cascavilla
Starting a Linux Virtual Machine on Google Compute Engine
Beginner
Duration: Up to 45 minutes
Author: Stefano Cascavilla; Difficulty: Beginner; Description: In this lab, you will create a new Compute Engine VM and then connect to it by using the browser-based SSH connection.; Duration: Up to 45 minutes; Content Topics: Virtualization; This hands-on lab has: 5 Lab steps
LAB CHALLENGE
Logan Rakai
Kubernetes Certification Challenge
Intermediate
Duration: Up to 1 hour and 20 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: This lab challenge simulates the experience of real Cloud Native Computing Foundation (CNCF) Kubernetes certification exams, such as the CKA certification exam and the CKAD certification exam.; Duration: Up to 1 hour and 20 minutes; Content Topics: Deployment, Compute, DevOps; This lab challenge has: 2 Lab steps
HANDS-ON LAB
Jeremy Cook
Programming with Python DateTimes
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Jeremy Cook; Difficulty: Beginner; Description: This lab is designed to introduce you to coding with dates and times in Python, using the DateTime module.; Duration: Up to 1 hour and 30 minutes; Content Topics: Development; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Jeremy Cook
Programming with Python Introduction
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Jeremy Cook; Difficulty: Beginner; Description: This lab is designed to introduce you to the basics of coding with Python.; Duration: Up to 1 hour and 30 minutes; Content Topics: Development; This hands-on lab has: 5 Lab steps
HANDS-ON LAB
Jeremy Cook
Coding with Polymorphism
Beginner
Duration: Up to 1 hour
Author: Jeremy Cook; Difficulty: Beginner; Description: This lab is designed to deepen your Java object-oriented programming knowledge.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 3 Lab steps
HANDS-ON LAB
Jeremy Cook
Working with JShell
Beginner
Duration: Up to 1 hour
Author: Jeremy Cook; Difficulty: Beginner; Description: This lab introduces you to JShell, an interactive REPL Java utility.; Duration: Up to 1 hour; Content Topics: Development; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Logan Rakai
Forecast Flight Delays with Amazon SageMaker
Beginner
Duration: Up to 1 hour and 30 minutes
Author: Logan Rakai; Difficulty: Beginner; Description: This lab uses Amazon SageMaker to create a machine learning model that forecasts flight delays for US domestic flights.; Duration: Up to 1 hour and 30 minutes; Content Topics: Machine Learning; This hands-on lab has: 7 Lab steps
HANDS-ON LAB
Jeremy Cook
Create a Jenkins CICD Pipeline to Publish Build Results into Jira
Intermediate
Duration: Up to 2 hours
Author: Jeremy Cook; Difficulty: Intermediate; Description: In this lab, you will launch a Jenkins and Jira CICD and issue management environment using Docker containers on a provided EC2 instance.; Duration: Up to 2 hours; This hands-on lab has: 10 Lab steps
HANDS-ON LAB
Jeremy Cook
Create a Jenkins CICD Pipeline to Build a Docker Image with Splunk Integration
Intermediate
Duration: Up to 1 hour and 30 minutes
Author: Jeremy Cook; Difficulty: Intermediate; Description: In this lab, you will launch a Jenkins and Splunk CICD and monitoring environment using Docker containers on a provided EC2 instance.; Duration: Up to 1 hour and 30 minutes; Content Topics: Continuous Integration; This hands-on lab has: 10 Lab steps
HANDS-ON LAB
Jeremy Cook
Create Jenkins CICD Pipeline with Artifactory Integration for Build Artifact Management
Intermediate
Duration: Up to 2 hours
Author: Jeremy Cook; Difficulty: Intermediate; Description: In this lab, you will launch a Jenkins and Artifactory CICD environment using Docker containers on a provided EC2 instance.; Duration: Up to 2 hours; Content Topics: Containers; This hands-on lab has: 9 Lab steps
HANDS-ON LAB
Andrew Burchill
Backing Up and Restoring Amazon DynamoDB Tables
Beginner
Duration: Up to 1 hour
Author: Andrew Burchill; Difficulty: Beginner; Description: Learn about Amazon DynamoDB back-up strategies and restore using an on-demand back-up in this hands-on lab.; Duration: Up to 1 hour; Content Topics: NoSQL; This hands-on lab has: 4 Lab steps
HANDS-ON LAB
Logan Rakai
Granting Access to Google Cloud Storage Objects with Signed URLs
Intermediate
Duration: Up to 45 minutes
Author: Logan Rakai; Difficulty: Intermediate; Description: Use the gcloud CLI in Google Cloud Shell to create signed URLs to grant anyone access to objects stored in Google Cloud Storage for a set duration in this Lab.; Duration: Up to 45 minutes; Content Topics: Object Storage; This hands-on lab has: 4 Lab steps