Category: Google Cloud

Google Cloud: Getting started with Certificate Authority Service

Overview Google Cloud Certificate Authority Service (CAS) is a highly available & scalable service that enables you to simplify, automate, and customize the deployment, management, and security of private certificate authorities (CA). In this hands-on lab you’ll learn how to enable the service API, create a root, a subordinate CA and eventually issue a certificate. […]

Google Cloud: Introduction to Artifact Registry

Overview Artifact Registry provides the same container management features as Container Registry and includes additional features and benefits:Additional artifact formats You can create repositories for the following artifact formats: Container images: Docker, Helm Language packages: Java, Node.js, Python OS packages (Preview): Debian, RPM Regional repositories Container Registry only provides multi-regional registry hosts. Artifact Registry provides both regional and multi-regional registry hosts. Multiple, separate repositories […]

Google Cloud: Creating Image Classification ML Model on Dog/Cat Dataset

Overview In this lab, you upload images to Cloud Storage and use them to train a custom model to recognize whether the image is of Dog or Cat. What you learn In this lab, you learn how to perform the following tasks: Upload a labeled dataset to Cloud Storage and connect it to AutoML Vision […]

Google Cloud: Classifying Images of Clouds in the Cloud with AutoML Vision

Overview In this lab, you upload images to Cloud Storage and use them to train a custom model to recognize different types of clouds (cumulus, cumulonimbus, etc.). What you learn In this lab, you learn how to perform the following tasks: Upload a labeled dataset to Cloud Storage and connect it to AutoML Vision with […]

Google Cloud: Creating a Streaming Data Pipeline for a Real-Time Dashboard with Dataflow

Overview Let’s suppose you own a fleet of New York City taxi cabs and are looking to monitor how well your business is doing in real-time. You will build a streaming data pipeline to capture taxi revenue, passenger count, ride status, and much more and visualize the results in a management dashboard. Task 1. Create […]

Google Cloud: Exploring a BigQuery Public Dataset

Overview Storing and querying massive datasets can be time consuming and expensive without the right hardware and infrastructure. BigQuery is an enterprise data warehouse that solves this problem by enabling super-fast SQL queries using the processing power of Google’s infrastructure. Simply move your data into BigQuery and let us handle the hard work. You can control access […]

Google Cloud: Interacting with Terraform Modules and Working with Terraform Registry

Overview As you manage your infrastructure with Terraform, increasingly complex configurations will be created. There is no intrinsic limit to the complexity of a single Terraform configuration file or directory, so it is possible to continue writing and updating your configuration files in a single directory. However, if you do, you may encounter one or […]

Google Cloud: Creating KMS Key Using Terraform

Overview Cloud Key Management Service allows you to create, import, and manage cryptographic keys and perform cryptographic operations in a single centralized cloud service. You can use these keys and perform these operations by using Cloud KMS directly, by using Cloud HSM or Cloud External Key Manager, or by using Customer-Managed Encryption Keys (CMEK) integrations […]

Google Cloud: Using Terraform to Auto Scale and Load Balance Compute Engine Instances in GCP

Overview Learning how to configure complex environments with Terraform is a must-have skill. In this hands-on lab, we will provision an autoscaling group with a load balancer. Objectives: Successfully complete this lab by achieving the following learning objectives: Create a Service Account From Google Cloud console’s main navigation, choose IAM & Admin > Service Accounts. Click Create service account. […]

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