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Google Cloud Next 2022 Hands-On Labs

school 58 Aktivitäten
update Zuletzt aktualisiert: fast 2 Jahre
person Verwaltet von 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

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access_time 1 Stunde
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Build and edit a Hello World Flutter application using a Code Server development enviornment.

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02

Flutter Startup Namer

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access_time 1 Stunde
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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

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access_time 1 Stunde
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Design a basic frontend for a mobile app using Material Components for Flutter.

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04

Flutter Web and Firebase Authentication

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access_time 1 Stunde
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This lab demonstrates how to use Firebase Web authentication in a Flutter application.

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05

[DEPRECATED] Dart Functions Framework

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access_time 1 Stunde
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Explore using Dart Function Frameworks in a Flutter application. Example based on this demo.

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06

Introduction to Dart

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access_time 1 Stunde 30 Minuten
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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

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access_time 1 Stunde 30 Minuten
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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

REST API mit Go und Cloud Run entwickeln

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access_time 1 Stunde
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Zeigen, wie eine REST API mit Go und Cloud Run entwickelt wird

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09

Eventarc for Cloud Run

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access_time 1 Stunde
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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

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access_time 1 Stunde
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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

Serverlose Anwendung für das Erstellen von PDF-Dateien in Cloud Run entwickeln

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access_time 1 Stunde
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In diesem Lab erstellen Sie eine Webanwendung für die PDF-Konvertierung im serverlosen Dienst Cloud Run. Damit werden Dateien in Cloud Storage automatisch in PDFs konvertiert und in separaten Ordnern gespeichert.

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12

Deploy Your Website on Cloud Run

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access_time 1 Stunde
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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 Stunde 30 Minuten
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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 Minuten
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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 Minuten
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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

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access_time 45 Minuten
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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 Stunde 30 Minuten
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This lab will show you how to deploy a set of Cloud 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 Stunde 30 Minuten
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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 Stunde
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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

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access_time 45 Minuten
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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

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access_time 1 Stunde 30 Minuten
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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

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access_time 1 Stunde
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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 Stunde 30 Minuten
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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 Stunde
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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

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access_time 45 Minuten
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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 Stunde 30 Minuten
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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

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access_time 2 Stunden
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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 Stunde 30 Minuten
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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 Stunde 30 Minuten
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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 Stunde 30 Minuten
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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 Stunde 30 Minuten
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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 Stunde 30 Minuten
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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

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access_time 1 Stunde 30 Minuten
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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 Stunde
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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

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access_time 1 Stunde
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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

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access_time 1 Stunde 30 Minuten
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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 Stunde 30 Minuten
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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 Stunde 30 Minuten
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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

Virtuelle Maschinen mit BeyondCorp Enterprise (BCE) sichern

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access_time 1 Stunde 30 Minuten
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In diesem Lab lernen Sie, wie Sie die TCP-Weiterleitung für Identity-Aware Proxy (IAP) nutzen, um den Administratorzugriff auf VM-Instanzen zuzulassen, die keine externe IP-Adressen haben bzw. keinen direkten Zugriff über das Internet erlauben.

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40

Redacting Sensitive Data with the DLP API

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access_time 1 Stunde
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Redacting Sensitive Data with the DLP API

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41

Redacting Sensitive Data with Cloud Data Loss Prevention

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access_time 45 Minuten
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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 Stunde 30 Minuten
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In this lab, you will learn how to secure multi-cloud applications using Identity-Aware Proxy (IAP) connector.

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43

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

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access_time 1 Stunde 30 Minuten
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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

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access_time 1 Stunde
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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 Minuten
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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 Stunde
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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 Stunde
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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

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access_time 1 Stunde
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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 Stunde
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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 Stunde 30 Minuten
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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 Stunde 30 Minuten
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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 Stunde
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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

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access_time 1 Stunde 30 Minuten
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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 Stunde
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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 Minuten
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In this lab, you create and run a Cloud Data Loss Prevention (DLP) 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

Getting Started with Gaming on Cloud Spanner

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access_time 1 Stunde 30 Minuten
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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 Stunde
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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 Stunde
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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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