On-demand activities
Find the right on-demand learning activities for you. Labs are short learning activities that teach you a specific lesson by giving you direct, temporary, hands-on access to real cloud resources. Courses are longer activities, consisting of several modules made of videos, documents, hands-on labs and quizzes. Finally, quests are similar, but are usually shorter and contain only labs.
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Atelier Sélection Running Distributed TensorFlow using Vertex AI
In this lab, you will use TensorFlow's distribution strategies and the Vertex AI platform to train and deploy a custom TensorFlow image classification model to classify an image classification dataset.
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Atelier Sélection Set Up a Google Cloud Network: Challenge Lab
This challenge lab tests your skills and knowledge from the Set Up a Google Cloud Network skill badge. Are you ready for the challenge?
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Atelier Sélection Rent-a-VM to Process Earthquake Data
In this lab you spin up a virtual machine, configure its security, access it remotely, and then carry out the steps of an ingest-transform-and-publish data pipeline manually. This lab is part of a series of labs on processing scientific data.
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Atelier Sélection Manage and Secure Distributed Services with GKE Managed Service Mesh
Learn how to run distributed services on multiple Google Kubernetes Engine (GKE) clusters in Google Cloud using Multi Cluster Ingress and GKE Service Mesh
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Atelier Sélection Analyze and activate your data with Looker Enterprise
Capstone Data Analyst Challenge Lab 2
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Atelier Sélection Introduction to Cloud Dataproc: Hadoop and Spark on Google Cloud
In this lab, you will learn how to start a managed Spark/Hadoop cluster using Dataproc, submit a sample Spark job, and shut down your cluster using the Google Cloud Console.
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Atelier Sélection Using Ruby on Rails with Cloud SQL for PostgreSQL on Cloud Run
In this lab, you'll learn how to deploy a new Ruby on Rails application using Google Cloud SQL for PostgreSQL on Cloud Run.
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Atelier Sélection Autoscaling TensorFlow Model Deployments with TF Serving and Kubernetes
AutoML Vision helps developers with limited ML expertise train high quality image recognition models. In this hands-on lab, you will learn how to train a custom model to recognize different types of clouds (cumulus, cumulonimbus, etc.).
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Atelier Sélection Build and Deploy Machine Learning Solutions with Vertex AI: Challenge Lab
In this challenge lab you will train, deploy, and create a model pipeline using Vertex AI.
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Atelier Sélection Migrating to Cloud SQL from Amazon RDS for MySQL Using Database Migration Service
In this lab, you migrate MySQL data from an Amazon RDS instance for MySQL to Cloud SQL for MySQL using a one-time Database Migration Service job and an IP allowlist for connectivity. After you create and run the migration job, you confirm that the data have been successfully migrated to your Cloud SQL for MySQL in…