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    Google Cloud Next 2022 Hands-On Labs

    school 58 activities
    update Last updated about 2 years
    person Managed by Google Cloud
    This learning path contains labs that provide hands-on activities related to breakout session content and launches announced at Google Cloud Next 2022.
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    01

    Getting started with Flutter Development

    book Lab
    access_time 1 hour
    show_chart Introductory

    Build and edit a Hello World Flutter application using a Code Server development enviornment.

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    02

    Flutter Startup Namer

    book Lab
    access_time 1 hour
    show_chart Introductory

    This lab walks you through writing your first Flutter app compatible for Android, iOS, and web.

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    03

    Material Components for Flutter Basics

    book Lab
    access_time 1 hour
    show_chart Introductory

    Design a basic frontend for a mobile app using Material Components for Flutter.

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    04

    [DEPRECATED] Flutter Web and Firebase Authentication

    book Lab
    access_time 1 hour
    show_chart Introductory

    This lab demonstrates how to use Firebase Web authentication in a Flutter application.

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    05

    [DEPRECATED] Dart Functions Framework

    book Lab
    access_time 1 hour
    show_chart Introductory

    Explore using Dart Function Frameworks in a Flutter application. Example based on this demo.

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    06

    Introduction to Dart

    book Lab
    access_time 1 hour 30 minutes
    show_chart Introductory

    In this lab you will learn the basics of Dart. Understand how to work with variables, flow control and functions to start your journey with Dart.

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    07

    [DEPRECATED] Dart: Using Functions with Lists and Maps

    book Lab
    access_time 1 hour 30 minutes
    show_chart Introductory

    In this lab you will learn how Dart is used with data structures. Understand the utility of Maps and Lists and how these are used to reference information.

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    08

    Developing a REST API with Go and Cloud Run

    book Lab
    access_time 1 hour
    show_chart Intermediate

    Demonstrate how to build a REST API with Go and Cloud Run

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    09

    Eventarc for Cloud Run

    book Lab
    access_time 1 hour
    show_chart Introductory

    In this lab you will use Eventarc for Cloud Run to listen to events from Cloud Pub/Sub and Audit Logs. At the end of this lab you will be able to deliver events from various sources to Google Cloud sinks.

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    10

    [DEPRECATED] Managing Cloud Run gRPC Services with API Gateway

    book Lab
    access_time 1 hour
    show_chart Intermediate

    In this lab you learn how to set up API Gateway to manage and secure a Cloud Run backend service with gRPC.

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    11

    Build a Serverless App with Cloud Run that Creates PDF Files

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    access_time 1 hour
    show_chart Intermediate

    In this lab you will build a PDF converter web app on Cloud Run, a serverless service, that automatically converts files stored in Cloud Storage into PDFs stored in segregated folders.

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    12

    Deploy Your Website on Cloud Run

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    access_time 1 hour
    show_chart Introductory

    In this lab you will deploy a website to Google Kubernetes Engine, scale it out to more instances, then deploy a new version using rolling updates.

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    13

    Automate Validation using the Data Validation Tool (DVT)

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    access_time 1 hour 30 minutes
    show_chart Intermediate

    Data validation is a critical step in data warehouse, database, or data lake migration.

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    14

    BigLake: Qwik Start

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    access_time 45 minutes
    show_chart Introductory

    In this lab, you will learn how to implement BigLake tables.

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    15

    Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API

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    access_time 30 minutes
    show_chart Intermediate

    Send an image to the Cloud Vision API and have it identify objects, faces, and landmarks

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    16

    Awwvision: Cloud Vision API from a Kubernetes Cluster

    book Lab
    access_time 45 minutes
    show_chart Intermediate

    This hands-on lab uses Kubernetes and Cloud Vision API to create an example of how to use the Vision API to classify (label) images from Reddit's /r/aww subreddit and display the labelled results in a web app.

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    17

    Scanning User-Generated Content using the Cloud Video Intelligence and Cloud Vision APIs

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    access_time 1 hour
    show_chart Intermediate

    This lab will show you how to deploy a set of Cloud Run functions in order to process images and videos with the Cloud Vision API and Cloud Video Intelligence API.

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    18

    Building Virtual Agent Fulfillment

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    access_time 1 hour 30 minutes
    show_chart Introductory

    In this lab, you will continue working on your Pigeon Travel chat agent and add context as well as setup fulfillment to lookup and store reservations entries in Firestore.

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    19

    Extract, Analyze, and Translate Text from Images with the Cloud ML APIs

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    access_time 1 hour
    show_chart Intermediate

    Use the Cloud Vision, Natural Language, and Translation APIs to capture text strings from images, recognize characters, and analyze and translate the text strings into other languages.

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    20

    Vertex AI Tabular Data: Qwik Start

    book Lab
    access_time 45 minutes
    show_chart Intermediate

    In this lab, you will learn how to build a binary classification model from tabular data using Vertex AI.

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    21

    Deploy a BigQuery ML Customer Churn Classifier to Vertex AI for Online Predictions

    book Lab
    access_time 1 hour 30 minutes
    show_chart Intermediate

    In this lab, you will train, tune, evaluate, explain, and generate batch and online predictions with a BigQuery ML XGBoost model. You will use a Google Analytics 4 dataset from a real mobile application, Flood it!, to determine the likelihood...

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    22

    [DEPRECATED] Vertex AI Workbench Notebook: Qwik Start

    book Lab
    access_time 1 hour
    show_chart Introductory

    In this lab you train and deploy a TensorFlow model to Vertex AI for serving (prediction). Watch these short videos Getting started with Notebooks for machine learning and Faster model training and experimentation with Vertex AI.

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    23

    Running Distributed TensorFlow using Vertex AI

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    access_time 1 hour 30 minutes
    show_chart Intermediate

    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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    24

    Classify Text into Categories with the Natural Language API

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    access_time 1 hour
    show_chart Intermediate

    In this lab you'll learn how to classify text into categories using the Natural Language API

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    25

    Entity and Sentiment Analysis with the Natural Language API

    book Lab
    access_time 45 minutes
    show_chart Intermediate

    The Cloud Natural Language API lets you extract entities, and perform sentiment and syntactic analysis on a block of text. In this hands-on lab you’ll learn how to extract entities and sentiment from text using the Cloud Natural Language API.

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    26

    Migrate Existing Prometheus Monitoring Workloads to Google Cloud

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    access_time 1 hour 30 minutes
    show_chart Introductory

    Learn how to use Managed Service for Prometheus in a self-deployed data collection mode. You can also utilize managed data collection as well.

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    27

    [DEPRECATED] Apigee API Management Fundamentals

    book Lab
    access_time 2 hours
    show_chart Introductory

    This lab introduces you to the fundamentals of API Management with Google's Apigee API Management Platform. You will go through the API Lifecycle at a high level - from API design, API Security, API Consumption to API Analytics & Monitoring.

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    28

    Protecting APIs with Apigee X and Cloud Armor

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    access_time 1 hour 30 minutes
    show_chart Introductory

    In this lab, you use an Apigee X threat protection policy and Cloud Armor to protect your APIs.

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    29

    Provisioning an Apigee X Evaluation Organization

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    access_time 1 hour 30 minutes
    show_chart Introductory

    In this lab, you use the Apigee X provisioning wizard to create an Apigee X evaluation organization (org).

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    30

    Adding an Apigee X Environment and Group

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    access_time 1 hour 30 minutes
    show_chart Introductory

    In this lab, you add a new environment and environment group to an Apigee X evaluation org.

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    31

    Using NAT for Apigee X Backend Services

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    access_time 1 hour 30 minutes
    show_chart Introductory

    In this lab, you enable a NAT IP address for the runtime instance. This static IP address is used when calling from Apigee X to backend services.

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    32

    [DEPRECATED] Migrate for Compute Engine

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    access_time 1 hour 30 minutes
    show_chart Intermediate

    Use Migrate for Compute Engine to migrate an EC2 instance from AWS to Compute Engine on Google Cloud and verify the migration

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    33

    Migrating to Cloud SQL from Amazon RDS for MySQL Using Database Migration Service

    book Lab
    access_time 1 hour 30 minutes
    show_chart Advanced

    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,...

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    34

    A Tour of Google Cloud Sustainability

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    access_time 1 hour
    show_chart Introductory

    In this hands-on lab, you will learn why Google Cloud is the cleanest cloud in the industry by exploring and utilizing sustainability tools..

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    35

    Create and Test a Document AI Processor

    book Lab
    access_time 1 hour
    show_chart Introductory

    Learn how to to create and use document processors using the Document AI API.

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    36

    Identify Damaged Car Parts with Vertex AutoML Vision

    book Lab
    access_time 1 hour 30 minutes
    show_chart Intermediate

    In this lab, you will learn how to train a custom Vertex AI image classification model to recognize damaged car parts.

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    37

    Design Conversational Flows for your Agent

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    access_time 1 hour 30 minutes
    show_chart Introductory

    Contact Center AI can increase customer satisfaction and operational efficiency by improving call deflection rates, and achieve shorter handling, while making overall operations faster and more effective. In this lab, you'll learn how to use Dialogflow to create a conversational...

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    38

    Rate Limiting with Cloud Armor

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    access_time 1 hour 30 minutes
    show_chart Introductory

    Configure an HTTP Load Balancer with global backends, stress test the Load Balancer, and add a Cloud Armor rate limiting policy to restrict based on IP.

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    39

    Securing Virtual Machines using BeyondCorp Enterprise (BCE)

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    access_time 1 hour 30 minutes
    show_chart Intermediate

    In this lab, you will learn how you can use Identity-Aware Proxy (IAP) TCP forwarding to enable administrative access to VM instances that do not have external IP addresses or do not permit direct access over the internet.

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    40

    Redacting Sensitive Data with the DLP API

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    access_time 1 hour
    show_chart Introductory

    Redacting Sensitive Data with the DLP API

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    41

    Redacting Critical Data with Sensitive Data Protection

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    access_time 45 minutes
    show_chart Introductory

    In this lab, you inspect strings and files for sensitive data and then practice using the Cloud Data Loss Prevention (DLP) API to protect data.

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    42

    [DEPRECATED] Securing Multi-Cloud Applications using BeyondCorp Enterprise (BCE)

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    access_time 1 hour 30 minutes
    show_chart Intermediate

    In this lab, you will learn how to secure multi-cloud applications using Identity-Aware Proxy (IAP) connector.

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    43

    [DEPRECATED] Build a Google Workspace Add-on with Node.js and Cloud Run

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    access_time 1 hour 30 minutes
    show_chart Advanced

    In this lab you'll learn how to build a Google Workspace Add-on using Node.js and Cloud Run.

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    44

    Google AppSheet: Getting Started

    book Lab
    access_time 1 hour
    show_chart Introductory

    Learn how to use Google AppSheet to enable everyone in your organization to build and extend applications without coding.

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    45

    Publish your AppSheet App

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    access_time 45 minutes
    show_chart Introductory

    In this lab, you use AppSheet to publish your app.

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    46

    Implement the User Experience for your AppSheet App

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    access_time 1 hour
    show_chart Introductory

    In this lab, you will use AppSheet to implement the UX components in your app.

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    47

    Connect and Configure Data for your AppSheet App

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    access_time 1 hour
    show_chart Introductory

    In this lab, you use AppSheet to connect and configure data for your app.

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    48

    Connect an App to a Cloud SQL for PostgreSQL Instance

    book Lab
    access_time 1 hour
    show_chart Introductory

    In this lab, you create a Kubernetes cluster and deploy a simple application to that cluster. Then, you connect the application to the supplied Cloud SQL for PostgreSQL database instance and confirm that it is able to write to and...

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    49

    Leverage the Autoscaler Tool for Cloud Spanner to Achieve Workload Elasticity

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    access_time 1 hour
    show_chart Introductory

    In this lab you'll deploy the Autoscaler tool for Cloud Spanner, a companion tool to Cloud Spanner, in the per-project configuration where the autoscaler tools are located in the same project as the Cloud Spanner instance being autoscaled.

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    50

    Designing and Querying Bigtable Schemas

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    access_time 1 hour 30 minutes
    show_chart Introductory

    In this lab, you explore a Bigtable instance and use the Bigtable CLI (cbt CLI) to query data in Bigtable. You also design a table schema and row key using best practices for Bigtable.

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    51

    [DEPRECATED] Firebase Web

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    access_time 1 hour 30 minutes
    show_chart Advanced

    In this lab you’ll learn how to use the Firebase platform to easily create Web applications and implement and deploy a chat client.

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    52

    Using Memorystore for Redis Read Replicas to Improve Read Performance

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    access_time 1 hour
    show_chart Introductory

    In this lab, you will configure a highly available Memorystore cluster and review the architecture of such a deployment.

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    53

    [DEPRECATED] Datastream MySQL to BigQuery

    book Lab
    access_time 1 hour 30 minutes
    show_chart Introductory

    Learn to migrate MySQL Databases to BigQuery using Datastream and Dataflow

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    54

    [DEPRECATED] Analyzing a Tennis Serve with the Video Intelligence API

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    access_time 1 hour
    show_chart Introductory

    Learn how to analyze key parts of a tennis serve using the Video Intelligence API. To preview, watch the short video this lab is based off of.

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    55

    Creating a De-identified Copy of Data in Cloud Storage

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    access_time 45 minutes
    show_chart Introductory

    In this lab, you create and run a Sensitive Data Protection job using the De-identify (DeID) Findings Action to create a redacted and de-identified copy data in Cloud Storage.

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    56

    [DEPRECATED] Getting Started with Gaming on Cloud Spanner

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    access_time 1 hour 30 minutes
    show_chart Intermediate

    In this lab, you will implement a player profile service and a game matchmaking service to work with Cloud Spanner.

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    57

    Using BigQuery Omni with AWS

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    access_time 1 hour
    show_chart Advanced

    In this lab, you will run BigQuery analytics on data stored in AWS S3 using BigQuery Omni.

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    58

    Cloud Functions 2nd Gen: Qwik Start

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    access_time 1 hour
    show_chart Introductory

    In this lab, you will create Cloud Functions that respond to HTTP calls and get triggered by Pub/Sub messages and Cloud Audit Logs.

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