01
[DEPRECATED] Form Parsing Using Document AI
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.
Google Cloud Next 2021 Hands-On Labs
This learning path contains labs that provide hands-on activities related to breakout session content and launches announced at Google Cloud Next 2021.
02
Create and Test a Document AI Processor
Learn how to to create and use document processors using the Document AI API.
03
Design Conversational Flows for your Agent
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...
04
Dialogflow CX: Bot Building Basics
Build a conversational agent using Dialogflow CX
05
Vertex AI: Qwik Start
In diesem Lab verwenden Sie BigQuery für die Datenverarbeitung und explorative Datenanalyse und die Vertex AI-Plattform zum Trainieren und Bereitstellen eines benutzerdefinierten TensorFlow-Regressormodells, um den Customer Lifetime Value (CLV) vorherzusagen. Das Ziel dieses Labs ist es, Vertex AI anhand eines praxisnahen...
06
Migrate to Containers: Qwik Start
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.
07
[DEPRECATED] Migrate for Compute Engine
Use Migrate for Compute Engine to migrate an EC2 instance from AWS to Compute Engine on Google Cloud and verify the migration
08
Optimizing Cost with Google Cloud Storage
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.
09
Network Tiers - Optimizing Network Spend
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.
10
Kostenoptimierung für virtuelle GKE-Maschinen
In diesem praxisorientierten Lab lernen Sie, wie Sie den kostengünstigsten Maschinentyp für eine GKE-Anwendung ermitteln und auswählen. Außerdem befassen Sie sich mit den Vor‑ und Nachteilen multizonaler Cluster.
11
GKE Autopilot: Qwik Start
GKE Autopilot provides a managed environment for deploying, managing, and scaling your containerized applications using Google infrastructure.
12
Google AppSheet: Getting Started
Learn how to use Google AppSheet to enable everyone in your organization to build and extend applications without coding.
13
Connected Sheets: Qwik Start
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...
14
Build a Google Workspace Add-on with Node.js and Cloud Run
In this lab you'll learn how to build a Google Workspace Add-on using Node.js and Cloud Run.
15
[DEPRECATED] Build an Interactive Survey Bot for Google Chat with Node.js
In this lab you will create a survey bot on Google Chat using Node.js
16
Securing Cloud Applications with Identity Aware Proxy (IAP) using Zero-Trust
In this lab, you will deploy a sample application and enforce the access restriction capabilities using Identity-Aware Proxy.
17
[DEPRECATED] Protecting Endpoints with reCAPTCHA Enterprise
In this lab, you will add a reCAPTCHA checkbox to a website
18
HTTP Load Balancer mit Cloud Armor
In diesem Lab lernen Sie, wie Sie einen HTTP Load Balancer mit globalen Backends konfigurieren, ihn einem Belastungstest unterziehen und mit Cloud Armor die Belastungstest-IP auf die Sperrliste setzen.
19
Looker Data Explorer – Qwik Start
In diesem Lab erstellen Sie eine Reihe von Visualisierungen der Datasets „Flughäfen“ und „Flüge“ und speichern diese in einem Dashboard in Looker.
20
Looker Developer: Qwik Start
In this lab, you learn about the fundamental LookML structures, create a view, and join the new view to an existing Explore.
21
Getting Started with Cloud Data Fusion
In this lab you will learn how to create a Data Fusion instance and deploy a sample pipeline
22
Stream Processing with Cloud Pub/Sub and Dataflow: Qwik Start
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.
23
Cloud Composer: Qwik Start - Command Line
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...
24
Distributed Image Processing in Cloud Dataproc
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.
25
Eine Pipeline zur Datentransformation mit Cloud Dataprep erstellen
Cloud Dataprep von Alteryx ist ein intelligenter Dienst für die visuelle Untersuchung, Bereinigung und Vorbereitung von strukturierten und unstrukturierten Daten für die Analyse. In diesem Lab machen Sie sich mit der Benutzeroberfläche (UI) von Dataprep vertraut und erstellen eine Pipeline...
26
ETL-Verarbeitung in Google Cloud mit Dataflow und BigQuery (Python)
In diesem Lab erstellen Sie mehrere Datenpipelines, mit denen Daten aus einem öffentlich verfügbaren Dataset aufgenommen und nach BigQuery übertragen werden.
27
Cloud Spanner: Qwik Start
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.
28
Bigtable: Qwik Start - Command Line
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...
29
Daten in eine Firestore-Datenbank importieren
In diesem Lab laden Sie vorhandene Daten einer CSV-Datei in eine serverlose Firestore-Datenbank in der Cloud hoch.
30
Protecting APIs with Apigee X and Cloud Armor
In this lab, you use an Apigee X threat protection policy and Cloud Armor to protect your APIs.
31
[DEPRECATED] Apigee API Management Fundamentals
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.
32
Vertex Pipelines: Qwik Start
In this lab you will create ML Pipelines using Vertex AI
33
Build a Project Tracking App with AppSheet
In this lab, you'll build a simple project tracking and approval application.
34
Connect and Configure Data for your AppSheet App
In this lab, you use AppSheet to connect and configure data for your app.
35
[DEPRECATED] Securing Web Applications with Web Security Scanner
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.
36
Migrating a Monolithic Website to Microservices on Google Kubernetes Engine
Deploy a monolithic application to a Google Kubernetes Engine cluster, then break it down into microservices.
37
Migrating to Cloud SQL from Amazon RDS for MySQL Using Database Migration Service
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,...
38
Migrating On-premises MySQL Using a Continuous Database Migration Service Job
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...
39
Rate Limiting with Cloud Armor
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.