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Google Cloud Next 2021 Hands-On Labs

school 39 aktivitas
update Terakhir diperbarui hampir 3 tahun
person Dikelola oleh Google Cloud
This learning path contains labs that provide hands-on activities related to breakout session content and launches announced at Google Cloud Next 2021.
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01

[DEPRECATED] Form Parsing Using Document AI

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access_time 1 jam
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In this lab you will gain hands-on experience using Document AI by parsing forms from within a Jupyter Notebook so that you can automatically extract information from digitally scanned paper forms.

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02

Create and Test a Document AI Processor

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

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03

Design Conversational Flows for your Agent

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access_time 1 jam 30 menit
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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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04

Dialogflow CX: Bot Building Basics

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access_time 1 jam 30 menit
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Build a conversational agent using Dialogflow CX

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05

Vertex AI: Qwik Start

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access_time 1 jam 30 menit
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Di lab ini, Anda akan menggunakan BigQuery untuk pemrosesan data dan analisis data eksploratif, serta platform Vertex AI untuk melatih dan men-deploy model TensorFlow Regressor kustom guna memprediksi nilai umur pelanggan (CLV). Tujuan lab ini adalah memperkenalkan Vertex AI melalui...

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06

Migrate to Containers: Qwik Start

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access_time 1 jam
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In this lab you'll use Migrate to Containers to migrate a Compute Engine VM instance to a corresonding container image hosted in a Kubernetes pod.

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07

[DEPRECATED] Migrate for Compute Engine

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access_time 1 jam 30 menit
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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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08

Optimizing Cost with Google Cloud Storage

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access_time 1 jam
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In this lab you will configure Cloud Monitoring to observe bucket object access and deploy a Cloud Function to migrate objects from a Regional bucket to a Nearline bucket.

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09

Network Tiers - Optimizing Network Spend

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access_time 30 menit
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In this lab, you create one VM in the premium network service tier (default) and one VM in the standard network service tier. Then you compare the latency and routes for each VM instance.

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10

Mempelajari Pengoptimalan Biaya untuk Virtual Machine GKE

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access_time 1 jam 30 menit
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Dalam lab praktik ini, Anda akan mempelajari cara menentukan dan memilih jenis mesin yang paling hemat biaya untuk aplikasi GKE. Anda juga akan mempelajari kelebihan dan kekurangan cluster multizona.

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11

GKE Autopilot: Qwik Start

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access_time 45 menit
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GKE Autopilot provides a managed environment for deploying, managing, and scaling your containerized applications using Google infrastructure.

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12

Google AppSheet: Getting Started

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access_time 1 jam
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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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13

Connected Sheets: Qwik Start

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access_time 1 jam
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Connected Sheets, you can analyze billions of rows and petabytes of data in Google Sheets without specialized knowledge of computer languages like SQL. In this hands-on-lab, you will learn how to connect a BigQuery dataset to Google Sheets and analyze...

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14

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

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access_time 1 jam 30 menit
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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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15

[DEPRECATED] Build an Interactive Survey Bot for Google Chat with Node.js

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access_time 1 jam
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In this lab you will create a survey bot on Google Chat using Node.js

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16

Securing Cloud Applications with Identity Aware Proxy (IAP) using Zero-Trust

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access_time 1 jam
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In this lab, you will deploy a sample application and enforce the access restriction capabilities using Identity-Aware Proxy.

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17

[DEPRECATED] Protecting Endpoints with reCAPTCHA Enterprise

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access_time 1 jam
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In this lab, you will add a reCAPTCHA checkbox to a website

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18

Load Balancer HTTP dengan Cloud Armor

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access_time 1 jam
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Konfigurasi Load Balancer HTTP dengan backend global, uji daya tahan Load Balancer, dan tolak alamat IP pengujian daya tahan dengan Cloud Armor.

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19

Looker Data Explorer - Qwik Start

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access_time 30 menit
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Di lab ini, Anda akan membuat serangkaian visualisasi dari set data Airports dan Flights, lalu menyimpannya ke dasbor di Looker.

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20

Looker Developer: Qwik Start

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access_time 45 menit
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In this lab, you learn about the fundamental LookML structures, create a view, and join the new view to an existing Explore.

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21

Getting Started with Cloud Data Fusion

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access_time 1 jam 30 menit
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In this lab you will learn how to create a Data Fusion instance and deploy a sample pipeline

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22

Stream Processing with Cloud Pub/Sub and Dataflow: Qwik Start

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access_time 45 menit
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This quickstart shows you how to use Dataflow to read messages published to a Pub/Sub topic, window (or group) the messages by timestamp, and Write the messages to Cloud Storage.

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23

Cloud Composer: Qwik Start - Command Line

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access_time 1 jam
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In this lab, you use Cloud Shell command line to create the Cloud Composer environment and set Composer environment variables. You then use Composer to run a workflow that verifies a data file, creates and runs an Apache Hadoop wordcount...

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24

Distributed Image Processing in Cloud Dataproc

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access_time 1 jam
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In this lab, you will learn how to use Apache Spark on Cloud Dataproc to distribute a computationally intensive image processing task onto a cluster of machines.

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25

Membuat Pipeline Transformasi Data dengan Cloud Dataprep

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access_time 1 jam 15 menit
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Cloud Dataprep dari Alteryx adalah layanan data cerdas untuk secara visual menemukan, membersihkan, dan mempersiapkan data terstruktur maupun tidak terstruktur untuk dianalisis. Dalam lab ini, Anda akan mengeksplorasi antarmuka pengguna (UI) Dataprep untuk membuat pipeline transformasi data.

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26

Pemrosesan ETL di Google Cloud Menggunakan Dataflow dan BigQuery (Python)

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access_time 1 jam
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Di lab ini, Anda akan membangun beberapa pipeline data yang menyerap dan mengubah data dari set data yang tersedia secara publik ke BigQuery.

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27

Cloud Spanner: Qwik Start

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access_time 30 menit
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This lab shows how to perform basic operations in Cloud Spanner using the Google Cloud Platform Console. Watch the short video Get a Highly Consistent, Scalable Database Service with Cloud Spanner.

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28

Bigtable: Qwik Start - Command Line

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access_time 30 menit
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Cloud Bigtable is Google's NoSQL Big Data database service. It's the same database that powers many core Google services, including Search, Analytics, Maps, and Gmail. In this lab you'll use Bigtable with the cbt command line. Watch the short videos...

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29

Mengimpor Data ke Database Firestore

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access_time 30 menit
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Di lab ini, Anda akan mengupload data yang ada (file CSV) ke database serverless Firestore di cloud.

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30

Protecting APIs with Apigee X and Cloud Armor

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access_time 1 jam 30 menit
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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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31

[DEPRECATED] Apigee API Management Fundamentals

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access_time 2 jam
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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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32

Vertex Pipelines: Qwik Start

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access_time 1 jam 30 menit
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In this lab you will create ML Pipelines using Vertex AI

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33

Build a Project Tracking App with AppSheet

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access_time 1 jam
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In this lab, you'll build a simple project tracking and approval application.

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34

Connect and Configure Data for your AppSheet App

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

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35

[DEPRECATED] Securing Web Applications with Web Security Scanner

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access_time 1 jam 30 menit
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In this lab, you will learn how Web Security Scanner helps identify vulnerabilities and surfaces those vulnerabilities as findings in Security Command Center to provide near realtime visibility into your organization's security posture.

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36

Migrating a Monolithic Website to Microservices on Google Kubernetes Engine

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access_time 1 jam 30 menit
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Deploy a monolithic application to a Google Kubernetes Engine cluster, then break it down into microservices.

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37

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

book Lab
access_time 1 jam 30 menit
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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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38

Migrating On-premises MySQL Using a Continuous Database Migration Service Job

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access_time 1 jam 30 menit
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In this lab, you migrate an on-premises MySQL database (running on a virtual machine) to Cloud SQL for MySQL using a continuous Database Migration Service job and VPC peering for connectivity. After you create and run the migration job, you...

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39

Rate Limiting with Cloud Armor

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access_time 1 jam 30 menit
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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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