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    Google Cloud Next 2022 Hands-On Labs

    school 활동 58개
    update 최종 업데이트: 대략 2년
    person 관리: 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.
    학습 과정 시작

    01

    Getting started with Flutter Development

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

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    04

    [DEPRECATED] Flutter Web and Firebase Authentication

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    access_time 1시간
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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 1시간
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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 1시간 30분
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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 1시간 30분
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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

    Go 및 Cloud Run으로 REST API 개발

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    access_time 1시간
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    Go 및 Cloud Run으로 REST API를 빌드하는 방법 시연

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    09

    Eventarc for Cloud Run

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    access_time 1시간
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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 1시간
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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

    PDF 파일을 생성하는 서버리스 앱 빌드(Cloud Run 사용)

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    access_time 1시간
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    이 실습에서는 서버리스 서비스인 Cloud Run을 사용하여, Cloud Storage에 저장된 파일을 별도의 폴더에 저장되는 PDF로 자동 변환하는 PDF 변환기 웹 앱을 빌드합니다.

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    12

    Deploy Your Website on Cloud Run

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    access_time 1시간
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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 1시간 30분
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    Data validation is a critical step in data warehouse, database, or data lake migration.

    실습 시작

    14

    BigLake: Qwik Start

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    access_time 45분
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    이 실습에서는 BigLake 테이블을 구현하는 방법을 알아봅니다.

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    15

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

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    access_time 30분
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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 45분
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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 1시간
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    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

    가상 에이전트 fulfillment 빌드

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    access_time 1시간 30분
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    이 실습에서는 Pigeon Travel 채팅 에이전트 작업을 계속합니다. 컨텍스트를 추가하고 fulfillment를 설정하여 Firestore에서 예약 항목을 조회하고 저장합니다.

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    19

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

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    access_time 1시간
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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 45분
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    In this lab, you will learn how to build a binary classification model from tabular data using Vertex AI.

    실습 시작

    21

    온라인 예측을 위해 BigQuery ML 고객 앱 제거 분류기를 Vertex AI에 배포하기

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    access_time 1시간 30분
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    이 실습에서는 BigQuery ML XGBoost 모델을 사용하여 일괄 예측과 온라인 예측을 학습, 조정, 평가, 설명, 생성해 봅니다. 실제 모바일 애플리케이션인 Flood it!의 Google 애널리틱스 4 데이터 세트를 사용하여 사용자가 애플리케이션을 다시 실행할 가능성을 판단합니다. BigQuery ML 모델을 사용하여 일괄 예측을...

    실습 시작

    22

    Vertex AI Workbench 노트북: Qwik Start

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    access_time 1시간
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    이번 실습에서는 TensorFlow 모델을 학습시키고 서빙(예측)을 위해 Vertex AI에 배포합니다. 짧은 동영상인 Getting started with Notebooks for machine learning 및 Faster model training and experimentation with Vertex AI를 시청하세요.

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    23

    Running Distributed TensorFlow using Vertex AI

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    access_time 1시간 30분
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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.

    실습 시작

    24

    Classify Text into Categories with the Natural Language API

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    access_time 1시간
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    In this lab you'll learn how to classify text into categories using the Natural Language API

    실습 시작

    25

    Natural Language API를 사용한 항목 및 감정 분석

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    access_time 45분
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    Cloud Natural Language API를 사용하면 텍스트 블록에서 항목을 추출하고 감정 및 구문 분석을 수행할 수 있습니다. 이 실습에서는 Cloud Natural Language API를 사용하여 텍스트에서 항목과 감정을 추출하는 방법을 알아봅니다.

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    26

    Migrate Existing Prometheus Monitoring Workloads to Google Cloud

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    access_time 1시간 30분
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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 2시간
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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 1시간 30분
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    In this lab, you use an Apigee X threat protection policy and Cloud Armor to protect your APIs.

    실습 시작

    29

    Provisioning an Apigee X Evaluation Organization

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    access_time 1시간 30분
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    In this lab, you use the Apigee X provisioning wizard to create an Apigee X evaluation organization (org).

    실습 시작

    30

    Adding an Apigee X Environment and Group

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    access_time 1시간 30분
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    In this lab, you add a new environment and environment group to an Apigee X evaluation org.

    실습 시작

    31

    Using NAT for Apigee X Backend Services

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    access_time 1시간 30분
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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.

    실습 시작

    32

    [DEPRECATED] Migrate for Compute Engine

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    access_time 1시간 30분
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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

    실습 시작

    33

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

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    access_time 1시간 30분
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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 1시간
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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..

    실습 시작

    35

    Create and Test a Document AI Processor

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    access_time 1시간
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    Learn how to to create and use document processors using the Document AI API.

    실습 시작

    36

    Vertex AutoML Vision으로 손상된 자동차 부품 식별

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    access_time 1시간 30분
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    이 실습에서는 손상된 자동차 부품을 인식하도록 커스텀 Vertex AI 생성 이미지 분류 모델을 학습시키는 방법을 알아봅니다.

    실습 시작

    37

    에이전트를 위한 대화 흐름 설계

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    access_time 1시간 30분
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    Contact Center AI를 사용하면 통화 전환율을 개선하여 고객 만족도와 운영 효율성을 높이고 처리 시간을 단축하면서도 전반적인 작업을 더 빠르고 효과적으로 진행할 수 있습니다. 이번 실습에서는 Dialogflow를 사용하여 대화형 인터페이스를 만드는 방법을 알아봅니다.

    실습 시작

    38

    Rate Limiting with Cloud Armor

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    access_time 1시간 30분
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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.

    실습 시작

    39

    BeyondCorp Enterprise(BCE)를 활용한 가상 머신 보안

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    access_time 1시간 30분
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    이 실습에서는 IAP(Identity-Aware Proxy) TCP 전달을 사용하여 외부 IP 주소가 없거나 인터넷을 통한 직접 액세스를 허용하지 않는 VM 인스턴스에 대한 관리 액세스를 사용 설정하는 방법을 알아봅니다.

    실습 시작

    40

    Redacting Sensitive Data with the DLP API

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    access_time 1시간
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    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 45분
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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.

    실습 시작

    42

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

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    access_time 1시간 30분
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    In this lab, you will learn how to secure multi-cloud applications using Identity-Aware Proxy (IAP) connector.

    실습 시작

    43

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

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    access_time 1시간 30분
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    In this lab you'll learn how to build a Google Workspace Add-on using Node.js and Cloud Run.

    실습 시작

    44

    Google AppSheet: Getting Started

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    access_time 1시간
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    Learn how to use Google AppSheet to enable everyone in your organization to build and extend applications without coding.

    실습 시작

    45

    Publish your AppSheet App

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    access_time 45분
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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 1시간
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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 1시간
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    In this lab, you use AppSheet to connect and configure data for your app.

    실습 시작

    48

    Connect an App to a Cloud SQL for PostgreSQL Instance

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    access_time 1시간
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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...

    실습 시작

    49

    Leverage the Autoscaler Tool for Cloud Spanner to Achieve Workload Elasticity

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    access_time 1시간
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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 1시간 30분
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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.

    실습 시작

    51

    [DEPRECATED] Firebase Web

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    access_time 1시간 30분
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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.

    실습 시작

    52

    Using Memorystore for Redis Read Replicas to Improve Read Performance

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    access_time 1시간
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    In this lab, you will configure a highly available Memorystore cluster and review the architecture of such a deployment.

    실습 시작

    53

    [DEPRECATED] Datastream MySQL to BigQuery

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    access_time 1시간 30분
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    Learn to migrate MySQL Databases to BigQuery using Datastream and Dataflow

    실습 시작

    54

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

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    access_time 1시간
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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.

    실습 시작

    55

    Creating a De-identified Copy of Data in Cloud Storage

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    access_time 45분
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    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.

    실습 시작

    56

    [DEPRECATED] Getting Started with Gaming on Cloud Spanner

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    access_time 1시간 30분
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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 1시간
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    In this lab, you will run BigQuery analytics on data stored in AWS S3 using BigQuery Omni.

    실습 시작

    58

    Cloud Functions 2nd Gen: Qwik Start

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    access_time 1시간
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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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