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Google Cloud Certified - Cloud Digital Leader (PR000225)

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Vendor

Google

Certification

Google Foundational certification

Content

278 Qs

Status

Verified

Updated

1 week ago

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Exam Overview

The Google Cloud Digital Leader certification is a foundational credential designed for individuals who want to demonstrate a broad understanding of Google Cloud products and services, their business value, and how they drive digital transformation. This certification is crucial for professionals in non-technical roles, business strategists, and anyone involved in cloud initiatives who needs to comprehend the capabilities and impact of cloud technology without diving into deep implementation details. Earning this certification validates an individual's ability to articulate cloud concepts, identify appropriate Google Cloud solutions for common business challenges, and understand the strategic advantages of cloud adoption. It empowers leaders to make informed decisions, foster innovation, and effectively contribute to their organization's cloud journey, positioning them as valuable assets in today's cloud-centric business landscape.

Questions

50-60 multiple-choice and multiple-select questions

Passing Score

700/1000

Duration

90 Minutes

Difficulty

Beginner

Level

Foundational

Skills Measured

Understanding core cloud concepts and their business value proposition.
Ability to identify and describe key Google Cloud products and services across various domains (compute, storage, networking, databases, data analytics, AI/ML, security).
Knowledge of how Google Cloud enables digital transformation through practical use cases and solutions.
Familiarity with Google Cloud's operational aspects, including pricing, billing, and support models.
Understanding of shared responsibility, compliance, and security principles within the Google Cloud environment.

Career Path

Target Roles

Business Decision Maker Project Manager Sales Engineer

Common Questions

Is the material up to date?

Yes. We update our question bank weekly to match the latest Google standards. You get free updates for 90 days.

What format do I get?

You get instant access to both the **PDF** (for reading) and our **Premium Test Engine** (for exam simulation).

Is there a guarantee?

Absolutely. If you fail the PR000225 exam using our materials, we offer a full money-back guarantee.

When do I get the download?

Instantly. The download link is available in your dashboard immediately after payment is confirmed.

Free Study Guide Samples

Previewing updated PR000225 bank (56 Questions).

QUESTION 1

Your organization is moving an application to Google Cloud. As part of that effort, it needs to migrate the application's working database from another cloud provider to Cloud SQL. The database runs on the MySQL engine. The migration must cause minimal disruption to users. Data must be secured while in transit.

Which should your organization use?

A
BigQuery Data Transfer Service
B
MySQL batch insert
C
Database Migration Service
D
Cloud Composer

Correct Option: C

โœ… Option C (Correct) Reasoning: Database Migration Service (DMS) is a fully managed service designed specifically for migrating databases, including MySQL, to Cloud SQL. It supports continuous migration with minimal downtime (CDC) and secures data in transit via SSL/TLS, directly addressing all stated requirements.

โŒ Why the other choices are incorrect:

  • Option A is incorrect: BigQuery Data Transfer Service is for transferring data into BigQuery for analytics, not migrating operational databases to Cloud SQL.
  • Option B is incorrect: MySQL batch insert is a low-level operation for adding data. It doesn't provide a comprehensive, managed, minimal-downtime migration solution with secure transit.
  • Option D is incorrect: Cloud Composer is a workflow orchestration service for managing data pipelines. It is not a database migration tool and does not inherently offer minimal disruption or secure transit for database migrations.


QUESTION 2

Your organization is developing and deploying an application on Google Cloud. Tracking your Google Cloud spending needs to stay as simple as possible.

What should you do to ensure that workloads in the development environment are fully isolated from production workloads?

A
Apply a unique tag to development resources
B
Associate the development resources with their own network
C
Associate the development resources with their own billing account
D
Put the development resources in their own project

Correct Option: D

โœ… Option D (Correct) Reasoning: Google Cloud projects are the fundamental unit for resource isolation, IAM, quotas, and billing aggregation. Separating environments into distinct projects ensures full logical, administrative, and billing isolation, simplifying management and cost tracking for development workloads.

โŒ Why the other choices are incorrect:

  • Option A is incorrect: Tags/labels provide organizational metadata and enable cost breakdowns, but do not enforce strict isolation for resource access, management, or accidental deletion across environments.
  • Option B is incorrect: While network isolation (e.g., separate VPCs) enhances security, it doesn't provide comprehensive isolation for IAM, quotas, or billing at the project level, which are crucial for full environment separation.
  • Option C is incorrect: Associating resources with their own billing account isolates costs, but a billing account can manage multiple projects. It doesn't inherently isolate the resources themselves in terms of management, IAM, or quotas, which projects do.


QUESTION 3

Your company is running the majority of its workloads in a co-located data center. The workloads are running on virtual machines (VMs) on top of a hypervisor and use either Linux or Windows server editions. As part of your company's transformation strategy, you need to modernize workloads as much as possible by adopting cloud-native technologies. You need to migrate the workloads into Google Cloud.

What should you do?

A
Export the VMs into VMDK format, and import them into Compute Engine
B
Export the VMs into VMDK format, and import them into Google Cloud VMware Engine
C
Migrate the workloads using Migrate for Compute Engine
D
Migrate the workloads using Migrate for Anthos

Correct Option: D

โœ… Option D (Correct) Reasoning: Migrate for Anthos (formerly Migrate for GKE) is specifically designed to transform existing VMs (Linux/Windows) into containers and deploy them onto Google Kubernetes Engine (GKE) managed by Anthos. This directly fulfills the requirement to "modernize workloads as much as possible by adopting cloud-native technologies" by leveraging containerization and Kubernetes.

โŒ Why the other choices are incorrect:

  • Option A is incorrect: Exporting and importing VMDKs to Compute Engine is a basic lift-and-shift to Infrastructure-as-a-Service (IaaS). It doesn't modernize workloads to cloud-native technologies; it merely moves the existing VM infrastructure to Google Cloud.
  • Option B is incorrect: Migrating to Google Cloud VMware Engine extends on-premises VMware environments to the cloud. This is a lift-and-shift of the hypervisor layer, not a modernization to cloud-native technologies like containers or serverless.
  • Option C is incorrect: Migrate for Compute Engine facilitates migrating VMs directly to Compute Engine. While effective for lift-and-shift, it primarily keeps workloads in a VM paradigm, failing to meet the requirement for cloud-native modernization.


QUESTION 4

Your organization is running all its workloads in a private cloud on top of a hypervisor. Your organization has

decided it wants to move to Google Cloud as quickly as possible. Your organization wants minimal changes to the current environment, while using the maximum amount of managed services Google offers.

What should your organization do?

A
Migrate the workloads to Google Cloud VMware Engine
B
Migrate the workloads to Compute Engine
C
Migrate the workloads to Bare Metal Solution
D
Migrate the workloads to Google Kubernetes Engine

Correct Option: B

โœ… Option B (Correct) Reasoning: Migrating existing VMs to Compute Engine allows for a quick lift-and-shift strategy with minimal changes to the guest operating system and applications. Google manages the underlying hardware, hypervisor, and network, providing a significant level of managed infrastructure services for virtual machines.

โŒ Why the other choices are incorrect:

  • Option A is incorrect: Google Cloud VMware Engine is ideal for VMware-specific environments. Since the question refers to a generic "hypervisor," migrating to GCVE might not be the "minimal changes" option if the current hypervisor is not VMware.
  • Option C is incorrect: Bare Metal Solution provides dedicated physical servers, bypassing virtualization. This contradicts moving workloads from a hypervisor while seeking maximum managed services, as Google's management scope is limited to hardware.
  • Option D is incorrect: Migrating to Google Kubernetes Engine (GKE) requires containerization and significant application re-platforming, which violates the requirement for "minimal changes" to the current environment.
QUESTION 5

Your organization is releasing its first publicly available application in Google Cloud. The application is critical to your business and customers and requires a 2- hour SLA.

How should your organization set up support to minimize costs?

A
Enroll in Premium Support
B
Enroll in Enhanced Support
C
Enroll in Standard Support
D
Enroll in Basic Support

Correct Option: B

โœ… Option B (Correct) Reasoning: Enhanced Support offers a 15-minute P1 and 1-hour P2 response time. These service levels ensure critical issues impacting the application's 2-hour SLA are addressed swiftly, providing adequate coverage at a more cost-effective point than Premium Support.

โŒ Why the other choices are incorrect:

  • Option A is incorrect: Premium Support, while offering excellent response times, is the most expensive tier and does not align with the "minimize costs" requirement for meeting a 2-hour SLA.
  • Option C is incorrect: Standard Support's P2 response time is 4 hours, which does not guarantee that all significant issues will be addressed within the application's 2-hour SLA.
  • Option D is incorrect: Basic Support has no guaranteed response times and is unsuitable for a critical application with a defined SLA.


QUESTION 6

Your organization offers public mobile apps and websites. You want to migrate to a Google Cloud-based solution for checking and maintaining your users' usernames and passwords and controlling their access to different resources based on their identity.

Which should your organization choose?

A
VPN tunnels
B
Identity Platform
C
Compute Engine firewall rules
D
Private Google Access

Correct Option: B

โœ… Option B (Correct) Reasoning: Identity Platform is Google Cloud's customer identity and access management (CIAM) solution. It's designed for securely managing user authentication (usernames, passwords) and controlling access to applications for a large external user base, fitting the public mobile apps/websites scenario.

โŒ Why the other choices are incorrect:

  • Option A is incorrect: VPN tunnels establish secure network connections between networks, not for managing user identities, passwords, or application access for end-users.
  • Option C is incorrect: Compute Engine firewall rules control network traffic to and from virtual machines; they do not manage user authentication or identity-based access to applications.
  • Option D is incorrect: Private Google Access allows VMs without external IPs to access Google services privately. It is unrelated to managing external user identities or passwords for public applications.


QUESTION 7

Which Google Cloud service or feature lets you build machine learning models using Standard SQL and data in a data warehouse?

A
BigQuery ML
B
TensorFlow
C
AutoML Tables
D
Cloud Bigtable ML

Correct Option: A

โœ… Option A: BigQuery ML (Correct) Reasoning: BigQuery ML enables users to create and execute machine learning models directly within Google BigQuery, a serverless data warehouse. It uses standard SQL syntax for model training, evaluation, and prediction, aligning perfectly with the question's requirements.

โŒ Why the other choices are incorrect:

  • Option B is incorrect: TensorFlow is an open-source machine learning framework requiring programmatic development, not a service for building models using Standard SQL directly on data warehouse data.
  • Option C is incorrect: AutoML Tables is a service for training high-quality custom models with minimal effort on tabular data. However, it does not primarily use Standard SQL as the interface for model building.
  • Option D is incorrect: Cloud Bigtable is a NoSQL wide-column database. It is not a data warehouse, and it does not natively support building ML models using Standard SQL queries within its service.


QUESTION 8

Your organization runs an application on virtual machines in Google Cloud. This application processes incoming images. This activity takes hours to create a result for each image. The workload for this application normally stays at a certain baseline level, but at regular intervals it spikes to a much greater workload.

Your organization needs to control the cost to run this application. What should your organization do?

A
Purchase committed use discounts for the baseline load
B
Purchase committed use discounts for the expected spike load
C
Leverage sustained use discounts for your virtual machines
D
Run the workload on preemptible VM instances

Correct Option: C

โœ… Option C (Correct) Reasoning: Sustained Use Discounts (SUDs) are automatically applied to VMs running for a significant portion of the billing month. Since the application runs for "hours" at a "baseline level," its VMs will qualify for these discounts without any upfront commitment or planning, directly controlling costs for the long-running instances.

โŒ Why the other choices are incorrect:

  • Option A is incorrect: Committed Use Discounts (CUDs) require a commitment for consistent usage. While suitable for a stable baseline, they offer less flexibility for the spiking workload component and require upfront planning, whereas SUDs are automatic.
  • Option B is incorrect: Purchasing CUDs for an expected spike load is inefficient. Spikes are by nature inconsistent, meaning resources committed via CUDs would be paid for even when not fully utilized, increasing costs rather than controlling them.
  • Option D is incorrect: Preemptible VMs are designed for fault-tolerant, short-duration tasks. This application takes "hours" and processes critical data, making preemptible VMs unsuitable due to their potential for arbitrary termination, leading to re-processing and reliability issues.
QUESTION 9

Your organization is developing a plan for migrating to Google Cloud.

What is a best practice when initially configuring your Google Cloud environment?

A
Create a project via Google Cloud Console per department in your company
B
Define your resource hierarchy with an organization node on top
C
Create projects based on team members' requests
D
Make every member of your company the project owner

Correct Option: B

โœ… Option B (Correct) Reasoning: Establishing the resource hierarchy, starting with an Organization node, is a foundational best practice for managing Google Cloud at scale. It enables centralized control, policy enforcement (IAM, Organization Policies), and consistent billing across all projects and resources within your enterprise. This critical step ensures proper governance and security from the outset.

โŒ Why the other choices are incorrect:

  • Option A is incorrect: While projects are essential, creating them departmentally without first defining a top-level organization and folder structure can lead to inconsistent management, difficult policy application, and scattered billing across the enterprise. It skips the crucial top-level organizational planning.
  • Option C is incorrect: Creating projects based on ad-hoc requests leads to an unmanaged, inconsistent, and potentially chaotic environment. It hinders centralized governance, security policy enforcement, and cost management, which are vital for a migrating organization.
  • Option D is incorrect: Making every member a project owner is a severe security anti-pattern. The owner role grants extensive permissions, violating the principle of least privilege. This practice significantly increases security risks, makes auditing difficult, and should never be implemented in a production environment.


QUESTION 10

Your organization runs many workloads in different Google Cloud projects, each linked to the same billing account. Each project's workload costs can vary from month to month, but the overall combined cost of all projects is relatively stable. Your organization needs to optimize its cost.

What should your organization do?

A
Purchase a commitment per project for each project's usual minimum
B
Create a billing account per project, and link each project to a different billing account
C
Turn on committed use discount sharing, and create a commitment for the combined usage
D
Move all workloads from all different projects into one single consolidated project

Correct Option: C

โœ… Option C (Correct) Reasoning: Turning on CUD sharing aggregates eligible usage across all projects under the same billing account. Since the overall combined cost is stable, a commitment based on this aggregate usage ensures maximum discount utilization, even if individual project costs fluctuate month-to-month.

โŒ Why the other choices are incorrect:

  • Option A is incorrect: Purchasing per-project commitments is less efficient when individual project usage varies, as commitments might be underutilized. CUD sharing across stable aggregate usage is more effective.
  • Option B is incorrect: Creating a billing account per project adds administrative complexity and prevents the beneficial sharing of committed use discounts across projects, which is key to optimizing when overall usage is stable.
  • Option D is incorrect: Moving all workloads into a single project is a significant, potentially disruptive architectural change. It's not required for CUD optimization, as sharing achieves the same cost benefits without consolidation.


QUESTION 11

How should a multinational organization that is migrating to Google Cloud consider security and privacy regulations to ensure that it is in compliance with global standards?

A
Comply with data security and privacy regulations in each geographical region
B
Comply with regional standards for data security and privacy, because they supersede all international regulations
C
Comply with international standards for data security and privacy, because they supersede all regional regulations
D
Comply with regional data security regulations, because they're more complex than privacy standards

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QUESTION 12

Your organization wants to optimize its use of Google Cloud's discounts on virtual machine-based workloads. You plan to use 200 CPUs constantly for the next 3 years, and you forecast that spikes of up to 300 CPUs will occur approximately 30% of the time. What should you choose?

A
1-year committed use discount for 200 CPUs
B
3-year committed use discount for 300 CPUs
C
3-year committed use discount for 200 CPUs
D
Regular pay-as-you-go pricing

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QUESTION 13

Your organization needs to minimize how much it pays for data traffic from the Google network to the internet. What should your organization do?

A
Choose the Standard network service tier.
B
Choose the Premium network service tier.
C
Deploy Cloud VPN.
D
Deploy Cloud NAT.

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QUESTION 14

Your organization wants to migrate your on-premises environment to Google Cloud. The on-premises environment consists of containers and virtual machine instances. Which Google Cloud products can help to migrate the container images and the virtual machine disks?

A
Compute Engine and Filestore
B
Artifact Registry and Cloud Storage
C
Dataflow and BigQuery
D
Pub/Sub and Cloud Storage

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QUESTION 15

Your company security team manages access control to production systems using an LDAP directory group. How is this access control managed in the Google Cloud production project?

A
Assign the proper role to the Service Account in the project's IAM Policy
B
Grant each user the roles/iam.serviceAccountUser role on a service account that exists in the Google Group.
C
Assign the proper role to the Google Group in the project's IAM Policy.
D
Create the project in a folder with the same name as the LDAP directory group.

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QUESTION 16

Your organization wants to be sure that is expenditures on cloud services are in line with the budget. Which two Google Cloud cost management features help your organization gain greater visibility into its cloud resource costs? (Choose two.)

A
Billing dashboards
B
Resource labels
C
Sustained use discounts
D
Financial governance policies
E
Payments profile

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QUESTION 17

Your organization needs to process large amounts of data from an online application that operates continuously. You do not want to be required to provision infrastructure or create server clusters. What should your organization choose?

A
Compute Engine with BigQuery
B
Dataproc
C
Google Kubernetes Engine with Cloud Bigtable
D
Dataflow

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QUESTION 18

Your organization needs to ensure that the Google Cloud resources of each of your departments are segregated from one another. Each department has several environments of its own: development, testing, and production. Which strategy should your organization choose?

A
Create a project per department, and create a folder per environment in each project.
B
Create a folder per department, and create a project per environment in each folder.
C
Create a Cloud Identity domain per department, and create a project per environment in each domain.
D
Create a Cloud Identity domain per environment, and create a project per department in each domain.

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QUESTION 19

Your organization is defining the resource hierarchy for its new application in Google Cloud. You need separate development and production environments. The production environment will be deployed in Compute Engine in two regions. Which structure should your organization choose?

A
Create a single project for all environments. Use labels to segregate resources by environment.
B
Create a single project for all environments. Use tags to segregate resources by environment.
C
Create one project for the development environment and one project for the production environment.
D
Create two projects for the development environment and two projects for the production environment (one for each region).

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QUESTION 20

Your organization meant to purchase a 3-year Committed Use Discount, but accidentally purchased a 1-year Committed Use Discount instead. What should your organization do?

A
Contact your financial institution.
B
Contact Trust and Safety.
C
Contact Cloud Billing Support.
D
Contact Technical Support.

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QUESTION 21

Your organization needs to allow a production job to have access to a BigQuery dataset. The production job is running on a Compute Engine instance that is part of an instance group.

What should be included in the IAM Policy on the BigQuery dataset?

A
The Compute Engine instance group
B
The project that owns the Compute Engine instance
C
The Compute Engine service account
D
The Compute Engine instance

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QUESTION 22

Your team is publishing research results and needs to make large amounts of data available to other researchers within the professional community and the public at minimum cost.

How should you host the data?

A
Use a Cloud Storage bucket and enable ร—โ€™รขโ€šยฌRequester Pays.ร—โ€™รขโ€šยฌ
B
Use a Cloud Storage bucket and provide Signed URLs for the data files.
C
Use a Cloud Storage bucket and set up a Cloud Interconnect connection to allow access to the data.
D
Host the data on-premises, and set up a Cloud Interconnect connection to allow access to the data.

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QUESTION 23

Your company needs to segment Google Cloud resources used by each team from the others. The teams' efforts are changing frequently, and you need to reduce operational risk and maintain cost visibility. Which approach does Google recommend?

A
One project per team.
B
One organization per team.
C
One project that contains all of each team's resources.
D
One top-level folder per team.

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QUESTION 24

How do Migrate for Compute Engine and Migrate for Anthos differ?

A
Unlike Migrate for Anthos, Migrate for Compute Engine assumes that the migration source is VMware vSphere.
B
Migrate for Compute Engine charges for ingress, but Migrate for Anthos does not.
C
Migrate for Compute Engine is closed source, and Migrate for Anthos is open source.
D
Migrate for Anthos migrates to containers, and Migrate for Compute Engine migrates to virtual machines.

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QUESTION 25

Your large and frequently changing organization's user information is stored in an on-premises LDAP database. The database includes user passwords and group and organization membership.

How should your organization provision Google accounts and groups to access Google Cloud resources?

A
Replicate the LDAP infrastructure on Compute Engine
B
Use the Firebase Authentication REST API to create users
C
Use Google Cloud Directory Sync to create users
D
Use the Identity Platform REST API to create users

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QUESTION 26

Your organization recently migrated its compute workloads to Google Cloud. You want these workloads in Google Cloud to privately and securely access your large volume of on-premises data, and you also want to minimize latency.

What should your organization do?

A
Use Storage Transfer Service to securely make your data available to Google Cloud
B
Create a VPC between your on-premises data center and your Google resources
C
Peer your on-premises data center to Google's Edge Network
D
Use Transfer Appliance to securely make your data available to Google Cloud

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QUESTION 27

Your organization consists of many teams. Each team has many Google Cloud projects. Your organization wants to simplify the management of identity and access policies for these projects.

How can you group these projects to meet this goal?

A
Group each team's projects into a separate domain
B
Assign labels based on the virtual machines that are part of each team's projects
C
Use folders to group each team's projects
D
Group each team's projects into a separate organization node

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QUESTION 28

An organization needs to categorize text-based customer reviews on their website using a pre-trained machine learning model.

Which Google Cloud product or service should the organization use?

A
Cloud Natural Language API
B
Dialogflow
C
Recommendations AI
D
TensorFlow

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QUESTION 29

An organization is planning its cloud expenditure.


What should the organization do to control costs?

A
Consider cloud resource costs as capital expenditure in annual planning.
B
Use only cloud resources; they have no cloud infrastructure costs.
C
Review cloud resource costs frequently because costs depend on usage.
D
Assess cloud resources costs only when SLO is not met by their cloud provider.

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QUESTION 30

An organization is searching for an open-source machine learning platform to build and deploy their own custom machine learning applications using TPUs.


Which Google Cloud product or service should the organization use?

A
TensorFlow
B
BigQuery ML
C
Vision API
D
AutoML Vision

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QUESTION 31

What is an example of unstructured data that organizations can capture from social media?

A
Post comments
B
Tagging
C
Profile picture
D
Location

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QUESTION 32

An organization relies on online seasonal sales for the majority of their annual revenue.


Why should the organization use App Engine for their customer app?

A
Automatically adjusts physical inventory in real time
B
Autoscales during peaks in demand
C
Runs maintenance during seasonal sales
D
Recommends the right products to customers

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QUESTION 33

An organization is using machine learning to make predictions. One of their datasets mistakenly includes mislabeled data.


How will the prediction be impacted?

A
Increased risk of privacy leaks
B
Increased risk of inaccuracy
C
Decreased model compatibility
D
Decreased model training time

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QUESTION 34

A global organization is developing an application to manage payments and online bank accounts in multiple regions. Each transaction must be handled consistently in their database, and they anticipate almost unlimited growth in the amount of data stored.


Which Google Cloud product should the organization choose?

A
Cloud SQL
B
Cloud Spanner
C
Cloud Storage
D
BigQuery

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QUESTION 35

An organization has servers running mission-critical workloads on-premises around the world. They want to modernize their infrastructure with a multi-cloud architecture.


What benefit could the organization experience?

A
Ability to disable regional network connectivity during cyber attacks
B
Ability to keep backups of their data on-premises in case of failure
C
Full management access to their regional infrastructure
D
Reduced likelihood of system failure during high demand events

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QUESTION 36

An organization needs to run frequent updates for their business app.


Why should the organization use Google Kubernetes Engine (GKE)?

A
Customer expectations can be adjusted without using marketing tools
B
Seamless changes can be made without causing any application downtime.
C
GKE handles version control seamlessly and out of the box
D
GKE is well suited for all monolithic applications

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QUESTION 37

An organization wants to use Apigee to manage all their application programming interfaces (APIs).

What will Apigee enable the organization to do?

A
Increase application privacy
B
Measure and track API performance
C
Analyze application development speed
D
Market and sell APIs

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QUESTION 38

A hotel wants to modernize their legacy systems so that customers can make reservations through a mobile app.

What's the benefit of using an application programming interface (API) to do this?

A
They do not have to develop the end-user application
B
They can deprecate their legacy systems
C
They can transform their systems to be cloud-native
D
They do not have to rewrite the legacy system

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QUESTION 39

An organization wants to digitize and share large volumes of historical text and images.

Why is a public cloud a better option than an on-premises solution?

A
In-house hardware management
B
Provides physical encryption key
C
Cost-effective at scale
D
Optimizes capital expenditure

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QUESTION 40

An organization wants to develop an application that can be personalized to user preferences throughout the year.

Why should they build a cloud-native application instead of modernizing their existing on-premises application?

A
Developers can rely on the cloud provider for all source code
B
Developers can launch new features in an agile way
C
IT managers can migrate existing application architecture without needing updates
D
IT managers can accelerate capital expenditure planning

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QUESTION 41

Which technology allows organizations to run multiple computer operating systems on a single piece of physical hardware?

A
Hypervisor
B
Containers
C
Serverless computing
D
Open source

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QUESTION 42

An organization is making a strategic change to customer support in response to feedback. They plan to extend their helpline availability hours.

Why is the organization making this change?

A
Users expect professional expertise
B
Users require personalization
C
Users expect always-on services
D
Users require regional access

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QUESTION 43

An organization is migrating their business applications from on-premises to the cloud.

How could this impact their operations and personnel costs?

A
Reduced on-premises infrastructure management costs
B
Increased on-premises hardware maintenance costs
C
Reduced cloud software licensing costs
D
Increased cloud hardware management costs

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QUESTION 44

A retail company stores their product inventory in a legacy system. Often, customers find products on the company's website and want to purchase them in-store.

However, when they arrive, they discover that the products are out of stock.

How could the company benefit from using an application programming interface (API)?

A
To create personalized product recommendations for customers
B
To optimize their on-premises legacy system stability
C
By manually linking each inventory system to the website on a case-by-case basis
D
By programmatically connecting the inventory system to their website

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QUESTION 45

An organization is training a machine learning model to predict extreme weather events in their country.

How should they collect data to maximize prediction accuracy?

A
Collect all weather data evenly across all cities
B
Collect all weather data primarily from at-risk cities
C
Collect extreme weather data evenly across all cities
D
Collect extreme weather data primarily from at-risk cities

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QUESTION 46

An organization needs to search an application's source code to identify a potential issue. The application is distributed across multiple containers.

Which Google Cloud product should the organization use?

A
Google Cloud Console
B
Cloud Trace
C
Cloud Monitoring
D
Cloud Logging

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QUESTION 47

An organization's web developers and operations personnel use different systems.

How will increasing communication between the teams reduce issues caused by silos?

A
By assigning blame for failures and establishing consequences
B
By combining job role responsibilities to ensure that everyone has shared access
C
By increasing data encryption to strengthen workflows
D
By emphasizing shared ownership of business outcomes

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QUESTION 48

How does a large hotel chain benefit from storing their customer reservation data in the cloud?

A
On-premises hardware access to transaction data
B
Real-time data transformation at scale within an on-premises database
C
Real-time business transaction accuracy at scale
D
Physical hardware access during peak demand

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QUESTION 49

An organization wants to migrate legacy applications currently hosted in their data center to the cloud. The current architecture dictates that each application needs its own operating system (OS) instead of sharing an OS.

Which infrastructure solution should they choose?

A
Virtual machines
B
Open source
C
Serverless computing
D
Containers

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QUESTION 50

An organization operates their entire IT infrastructure from Google Cloud.

What should they do to prepare for data breaches?

A
Reduce reliance on multi-factor authentication
B
Data security is Google's responsibility, so preparation is minimal
C
Create an incident plan to mitigate impacts
D
Strengthen their data center perimeter security

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QUESTION 51

An organization wants to transform multiple types of structured and unstructured data in the cloud from various sources. The data must be readily accessible for analysis and insights.

Which cloud data storage system should the organization use?

A
Relational database
B
Private data center
C
Data field
D
Data warehouse

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QUESTION 52

An organization wants to use all available data to offer predictive suggestions on their website that improve over time.

Which method should the organization use?

A
Data automation
B
Trends analysis
C
Machine learning
D
Multiple regression

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QUESTION 53

Why do organizations often struggle to scale their on-premises application infrastructure?

A
Scaling compute instances could breach compliance and/or regulation
B
Increasing compute capacity is time-consuming and costly
C
Their serverless compute functions struggle to meet the demand
D
Their multi-cloud architecture is complex and expensive

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QUESTION 54

An organization wants to use BigQuery data analytics to understand their website performance, but wants to move only some data into the cloud.

Which environment should the organization use?

A
Private cloud
B
On-premises
C
Multi-cloud
D
Hybrid cloud

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QUESTION 55

What is logging within the context of cloud technology?

A
Writing application and operating system events as text
B
Monitoring network and resource limitations
C
Tracking source code across an organization
D
Recording infrastructure and hardware expenditure

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QUESTION 56

How does Cloud SQL help organizations create business insights?

A
Integrates with business intelligence and analytics platforms
B
Generates predictions using machine learning models
C
Generates real-time charts and intelligent analytics
D
Transforms business data from unstructured to structured

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