{"id":180769,"date":"2024-06-07T21:46:18","date_gmt":"2024-06-07T20:46:18","guid":{"rendered":"https:\/\/datascientest.com\/en\/?p=180769"},"modified":"2024-02-28T23:12:12","modified_gmt":"2024-02-28T22:12:12","slug":"gcp-cloud-deploy-how-to-simplify-deployments","status":"publish","type":"post","link":"https:\/\/datascientest.com\/en\/gcp-cloud-deploy-how-to-simplify-deployments","title":{"rendered":"GCP Cloud Deploy: How to simplify deployments?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"180769\" class=\"elementor elementor-180769\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4d64b9c e-flex e-con-boxed e-con\" data-id=\"4d64b9c\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-708adce elementor-widget elementor-widget-heading\" data-id=\"708adce\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">As a perfect response to the objective of agility in application design, the process of continuous integration and delivery is gaining in importance. But if the CI\/CD principle has proved its effectiveness over time, it's partly thanks to the tools that make continuous deployment possible. One of these tools is GCP Cloud Deploy. Find out how it works.<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0c223d1 e-flex e-con-boxed e-con\" data-id=\"0c223d1\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-25ea1f2 elementor-widget elementor-widget-heading\" data-id=\"25ea1f2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Everything you need to know about GCP Cloud Deploy<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef99931 elementor-widget elementor-widget-text-editor\" data-id=\"ef99931\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><strong>GCP Cloud Deploy<\/strong> is one of the many services on the Google Cloud Platform. The aim is to automatically deploy new code into production. In this way, all the tasks linked to the publication cycle of an application or software in the production environment are automated according to defined sequences. And all without human intervention. This service is fully in line with the DevOps movement, which involves <a href=\"https:\/\/datascientest.com\/en\/all-about-ci-cd\">continuous integration and deployment (CI\/CD).<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-698f914 elementor-widget elementor-widget-text-editor\" data-id=\"698f914\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Good to know:<\/strong> Cloud Deploy lets you create deployment pipelines for GKE, Anthos and Cloud Run.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c574103 e-flex e-con-boxed e-con\" data-id=\"c574103\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c26a499 elementor-widget elementor-widget-heading\" data-id=\"c26a499\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">How do I deploy an application with Cloud Deploy?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1af951d elementor-widget elementor-widget-text-editor\" data-id=\"1af951d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>As soon as a DevOps team makes changes to an application, it must transfer the new code to the Cloud Source Repositories. In order for these changes to be taken into account in the final version of the application, they must first create a first version of this update. This is where <strong>Google Cloud Deploy<\/strong> comes in, to manage its lifecycle through a <a href=\"https:\/\/datascientest.com\/en\/all-about-data-pipeline\">distribution pipeline.<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a0c86a4 e-flex e-con-boxed e-con\" data-id=\"a0c86a4\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-20ac6a9 elementor-widget elementor-widget-heading\" data-id=\"20ac6a9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Defining the delivery pipeline and targets<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd8d992 elementor-widget elementor-widget-text-editor\" data-id=\"dd8d992\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The delivery pipeline contains a number of elements that are essential for the <strong>deployment of an application. Namely :<\/strong><\/p><ul><li>The name and description: this is essential for referring to the pipeline.<\/li><li>The promotion sequence: this defines the order in which all the deployment actions will be carried out.<\/li><li>Targets: these are the environments in which the application will be deployed.<\/li><li>For example, development (Dev), quality control (QA) and production (Prod). These targets are associated with an Anthos, GKE or Cloud Run cluster.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9561aad elementor-widget elementor-widget-text-editor\" data-id=\"9561aad\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Good to know<\/strong>: Several <a href=\"https:\/\/datascientest.com\/en\/devops-pipelines-purpose-and-functionality-explained\">pipelines<\/a> can use the same target. However, the same target can only be integrated once into each pipeline. In addition, a pipeline can generate several versions and use several targets.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40efc41 elementor-widget elementor-widget-text-editor\" data-id=\"40efc41\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The broadcast pipeline is defined in the YAML configuration file. It then determines all the elements of the pipeline. A configuration file is also required for Scaffold. This file enables the <strong>GCP Cloud Deploy<\/strong> service to carry out rendering and deployment operations.<\/p><p>At this stage, you are not yet working on Google Cloud Deploy, but on Cloud Build. This is why you need to register it with the Cloud Deploy service, which will then be able to manage deployment to the target environments according to the defined sequence.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50f5cd0 elementor-widget elementor-widget-image\" data-id=\"50f5cd0\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/08\/gcp_cloud_deploy1.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6959a2f elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"6959a2f\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/en\/data-courses\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Training in cloud computing<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-796ee08 elementor-widget elementor-widget-heading\" data-id=\"796ee08\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">The call for release<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dea57b9 elementor-widget elementor-widget-text-editor\" data-id=\"dea57b9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The first step is to create a version of the changes made to the application or software. To do this, you need to call <strong>Cloud Deploy via the GCP console<\/strong> or <a href=\"https:\/\/datascientest.com\/en\/api-the-path-to-seamless-integration\">API<\/a>, and send it the compilation artefacts and references to specific container images.<\/p><p>GCP Cloud Deploy then stores a pipeline instance as part of the release. It then calls the YAML and Skaffold configuration files stored in cloud storage. It then creates a release resource. This is a manifest file for each environment.<\/p><p>\u00a0<\/p><p>\ud83d\udca1Related articles:<\/p><table dir=\"ltr\" border=\"1\" cellspacing=\"0\" cellpadding=\"0\" data-sheets-root=\"1\"><colgroup><col width=\"656\" \/><\/colgroup><tbody><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;GCP Cloud Run: What is it? What's it for?&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/en\/gcp-cloud-run-what-is-it-whats-it-for\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/en\/gcp-cloud-run-what-is-it-whats-it-for\" target=\"_blank\" rel=\"noopener\">GCP Cloud Run: What is it? What&#8217;s it for?<\/a><\/td><\/tr><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Choosing the Right Cloud Provider: AWS vs. Azure vs. GCP Unveiled&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/en\/choosing-the-right-cloud-provider-aws-vs-azure-vs-gcp-unveiled\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/en\/choosing-the-right-cloud-provider-aws-vs-azure-vs-gcp-unveiled\" target=\"_blank\" rel=\"noopener\">Choosing the Right Cloud Provider: AWS vs. Azure vs. GCP Unveiled<\/a><\/td><\/tr><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;GCP Firewall Policy: Everything you need to know about Google's cloud firewalls&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/en\/gcp-firewall-policy-everything-you-need-to-know-about-googles-cloud-firewalls\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/en\/gcp-firewall-policy-everything-you-need-to-know-about-googles-cloud-firewalls\" target=\"_blank\" rel=\"noopener\">GCP Firewall Policy: Everything you need to know about Google&#8217;s cloud firewalls<\/a><\/td><\/tr><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;GCP Dataflow: What is it? What's it for?&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/en\/gcp-dataflow-what-is-it-whats-it-for\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/en\/gcp-dataflow-what-is-it-whats-it-for\" target=\"_blank\" rel=\"noopener\">GCP Dataflow: What is it? What&#8217;s it for?<\/a><\/td><\/tr><tr><td data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Terraform: Using GCP to deploy your infrastructure&quot;}\" data-sheets-hyperlink=\"https:\/\/datascientest.com\/en\/terraform-using-gcp-to-deploy-your-infrastructure\"><a class=\"in-cell-link\" href=\"https:\/\/datascientest.com\/en\/terraform-using-gcp-to-deploy-your-infrastructure\" target=\"_blank\" rel=\"noopener\">Terraform: Using GCP to deploy your infrastructure<\/a><\/td><\/tr><\/tbody><\/table>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8bc1765 elementor-widget elementor-widget-heading\" data-id=\"8bc1765\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">The rollout call<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ec1d39 elementor-widget elementor-widget-text-editor\" data-id=\"9ec1d39\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Following this call to release, a rollout resource is automatically created. This initiates the delivery pipeline. The rollout resource is made up of several elements:<\/p><ol><li>Phases: this is a sub-message of the deployment. There are therefore several phases within the delivery pipeline.<\/li><li>Tasks: these are the specific operations to ensure the application is deployed. Within a phase, there are one or more tasks.<\/li><li>Task executions: these are the instances of the tasks. For example, a deployment attempt, a deployment, a validation, a validation attempt, etc.<\/li><\/ol>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a532056 elementor-widget elementor-widget-text-editor\" data-id=\"a532056\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>All these elements have been <strong>previously defined in the promotion sequence.<\/strong><\/p><p>The aim of the rollout is to associate the version with the first target environment. The modified application is then deployed on this first target.<\/p><p>Any CI tool capable of <a href=\"https:\/\/datascientest.com\/en\/docker-definition-and-tutorial\">generating Docker images<\/a> can be used to perform these various operations.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6be11ca elementor-widget elementor-widget-heading\" data-id=\"6be11ca\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Promoting the application<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa114c6 elementor-widget elementor-widget-text-editor\" data-id=\"fa114c6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Deploying the application on the other target environments involves a call for promotion. In other words, the completion of all the sequences defined upstream.<\/p><p>For each new promotion, the application is deployed on the next environment. <strong>All the way through to the last target environment (prod)<\/strong>. In other words, the final application is put into production.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b5f971 elementor-widget elementor-widget-heading\" data-id=\"1b5f971\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Other tasks performed by GCP Cloud Deploy<\/h4>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35e353a elementor-widget elementor-widget-text-editor\" data-id=\"35e353a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>In addition to the Release, Rollout and Promotion processes, the delivery pipeline lifecycle involves a number of additional tasks. These include<\/p><ul><li>Approvals: to promote a pipeline to a new target, certain authorisations may be required. To do this, you generally need to use the<a href=\"https:\/\/datascientest.com\/en\/aws-identity-access-management-iam-how-does-it-work\"> IAM (Identify and Access Management) platform.<\/a><\/li><li>Notifications: to facilitate the work of DevOps, Cloud Deploy sends several notifications to DevOps when certain events occur, such as rendering, deployment, approvals (required, approved or refused).<\/li><li>The Pub\/Sub service is used to send these notifications.<\/li><li>Rollback: the idea is to trigger deployment of the latest version.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b620353 elementor-widget elementor-widget-text-editor\" data-id=\"b620353\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>This is a simplified explanation of application deployment in GCP Cloud Deploy. If you want to go further in mastering this tool, training is essential. For that, there&#8217;s DataScientest. Our DevOps training course will teach you everything you need to know about the <a href=\"https:\/\/datascientest.com\/en\/azure-devops-vs-github-actions-which-is-the-best-ci-cd-tool\">CI\/CD process and how to use these tools.<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-03899ba e-flex e-con-boxed e-con\" data-id=\"03899ba\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-71e7bc4 elementor-widget elementor-widget-heading\" data-id=\"71e7bc4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Key facts:<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-96c6dfb elementor-widget elementor-widget-text-editor\" data-id=\"96c6dfb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><strong>GCP Deploy<\/strong> manages the entire deployment process, enabling continuous integration and delivery.<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">To use this tool, <strong>DevOps<\/strong> must first define the release pipeline by specifying its name, description, promotion sequence and target environments.<\/li><li style=\"font-weight: 400;\" aria-level=\"1\">The<strong> deployment process<\/strong> can then be initiated in three phases: release, rollout and promotion.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f9ed523 elementor-widget elementor-widget-image\" data-id=\"f9ed523\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/datascientest.com\/wp-content\/uploads\/2023\/08\/gcp_cloud_deploy2.png\" title=\"\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-291b4c8 elementor-align-center button-principale elementor-widget elementor-widget-button\" data-id=\"291b4c8\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm elementor-animation-grow\" href=\"https:\/\/datascientest.com\/en\/data-courses\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Starting a cloud training course<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-62f047d e-flex e-con-boxed e-con\" data-id=\"62f047d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1abaf2b elementor-widget elementor-widget-html\" data-id=\"1abaf2b\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\n{\n  \"@context\": \"https:\/\/schema.org\",\n  \"@type\": \"FAQPage\",\n  \"mainEntity\": [{\n    \"@type\": \"Question\",\n    \"name\": \"Everything you need to know about GCP Cloud Deploy\",\n    \"acceptedAnswer\": {\n      \"@type\": \"Answer\",\n      \"text\": \"GCP Cloud Deploy is one of the many services on the Google Cloud Platform. 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