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Cloud-Digital-Leader Google Cloud Digital Leader exam Questions and Answers

Questions 4

What is artificial intelligence?

Options:

A.

Any system that ingests data in real time

B.

Any system that automatically structures data

C.

Any system capable of a task that requires smart analytics to generate predictions

D.

Any system capable of a task that normally requires human cognition

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Questions 5

An e-commerce organization is reviewing their cloud data storage.

What type of raw data can they store in a relational database without any processing?

Options:

A.

Product inventory

B.

Product photographs

C.

Instructional videos

D.

Customer chat history

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Questions 6

Which of the following statements is/are true about Cloud Spanner offered by Google Cloud Plat-form.

Options:

A.

It can scale horizontally to support additional capacity.

B.

It comes with Zero Downtime, No Maintenance windows, and is proven for large and small workloads.

C.

You don't need to shard or replicate data.

D.

All of the above.

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Questions 7

How can a streaming service meet global compliance requirements using the cloud?

Options:

A.

By automatically encrypting personally identifiable information

B.

By obtaining a business license to operate in a new market

C.

By allowing users to disable two-factor authentication

D.

By adhering only to data polices of the country in which the head office is registered

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Questions 8

Which of the following is / are true for Preemptible Instances.

Options:

A.

Preemptible Instances have no Service Level Agreement (Compute Engine SLA).

B.

Google Cloud Free Tier credits for compute engine do not apply to preemptible in-stances.

C.

Preemptible instances can't live migrate to a regular VM instance, or be set to au-tomatically restart when there is a maintenance event.

D.

All of the above.

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Questions 9

Your client is building a custom machine learning pipeline to identify lesions in the lungs based on x-rays. Different teams of data scientists are sharing common source data and building many ver-sions of ML models. Which of these Cloud Storage options would be best for them?

Options:

A.

Retain the data in use in a single region bucket with nearline storage. Retain the data in use in a dual-region bucket.

B.

Retain the data in use in a single region bucket with standard storage.

C.

Retain the data in use in a multi-region bucket.

D.

Retain the data in use in a dual-region bucket.

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Questions 10

What type of cloud computing service provides raw compute, storage, and network, organized in ways that are familiar to physical data centers?

Options:

A.

Database as a Service.

B.

Platform as a Service.

C.

Infrastructure as a Service.

D.

Software as a Service.

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Questions 11

You are a DevOps Engineer in an E-commerce company that sells products globally, across the countries, Customers buy products, add them to carts or check-in stock from different parts of the world with different timestamps, you need to choose a database that can scale globally without any hassle and lots of developer support, it should be consistent across regions, can scale horizontally to support enormous user, automatically replicates, shards and even auto transaction pro-cessing. Which of the following database do you choose?

Options:

A.

Cloud SQL

B.

Cloud Spanner

C.

Cloud Firestore.

D.

Cloud Storage.

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Questions 12

A Customer has their current SAP systems using Microsoft SQL Server as the Database. They are migrating to Google Cloud and also preparing to later migrate to the latest ver-sion of SAP. The entire IT team is being directed to focus on the migration to the new ver-sion of SAP. The new version of SAP does not use Microsoft SQL Server as the Database, Any but the most critical IT management tasks are being deprioritized, How should they migrate their current database to Google Cloud?

Options:

A.

Spanner

B.

Bare Metal

C.

BigQuery

D.

Cloud SQL

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Questions 13

You are discussing scaling requirements with a gaming company. When the game launches, they are expecting incoming data surges of 2 million users or more during weekends and holidays. Their on-premise systems have had issues scaling and they want your advice on solving the issue. What do you recommend?

Options:

A.

Either Compute Engine VMs or Kubernetes nodes work, but it is better to keep a buffer of an extra 2 million users.

B.

We can deploy a Pub/Sub to ingest data which will grow to absorb demand and pass it on to other stages.

C.

We will allocate Compute Engine VMs estimating 80% capacity of 2 million users.

D.

We will allocate Kubernetes nodes estimating 80% capacity of 2 million users.

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Questions 14

Cloud SQL is a fully-managed relational database service for MySQL, PostgreSQL and SQL serv-ers, keeping Cloud SQL Google Cloud Service in mind, which of the following statements is/are correct?

Options:

A.

Data inside cloud SQL is automatically Encrypted.

B.

Cloud SQL automatically ensures your databases are reliable, secure, and scala-ble so that your business continues to run without disruption.

C.

With DMS (Database Migration Service) it becomes very easy to Migration of Pro-duction Database.

D.

All of the above

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Questions 15

In terms of Cloud SQL for MySQL Features offered by Google Cloud Platform which of the statements is/are correct?

Options:

A.

Do not support Private IP (private service access).

B.

Customer data is encrypted on Google's internal networks and in database tables, temporary files, and backups.

C.

Do not Provide automated and on-demand backups and point-in-time recovery.

D.

None of the above

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Questions 16

Your client's IT environment has so far been on-premises. They run a mix of applications and data-bases on Linux and Windows. They want to move to Google Cloud in the easiest manner possi-ble. What are their best options?

Options:

A.

Compute Engine with VMs with either Linux or Windows OS.

B.

App Engine Standard

C.

Cloud Functions

D.

Cloud Run

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Questions 17

What is a key difference between VMs and containers?

Options:

A.

Virtual Machines take less time to launch; containers take longer to launch.

B.

Virtual Machines can only run Linux; containers can run any operating system.

C.

Virtual Machines use a shared operating system and are therefore lighter; containers are heavier on resources.

D.

Each Virtual Machine in a machine has its own operating system; containers will share the same operating system.

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Questions 18

A customer has a tens of applications that are dependent on Oracle databases in their on-premise data centers. The customer wants to migrate to Google Cloud. Their long term goal is to move to other cloud native database technologies. What options do they have to initially move their data?

Options:

A.

Migrate to a Bare Metal server.

B.

Migrate to Cloud SQL.

C.

Since there is no hosted Oracle solution, leave the Oracle data on-premise while doing analytics on Google Cloud.

D.

Containerize Oracle and run it using Cloud Run.

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Questions 19

If you increase the size of a subnet in a custom VPC network, the IP addresses of virtual machines already on that subnet might be affected. Which options are Correct.

Options:

A.

False

B.

None of the above

C.

True

D.

Not Defined by Google Cloud Platform

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Questions 20

A customer of yours has an SLA with their client that a particular service will respond within 4 sec-onds. The end client has reported that it feels slower. Your engineers do a trial at the client site and notice that there seems to be a delay for many of the requests. It's your team's responsibility to iden-tify the issue quickly within the strict timeline for fixes according to the contract, and then fix it. What should you do?

Options:

A.

Recommend a move to serverless technologies which will scale automatically on demand.

B.

Add logging statements at multiple points in the application, build it, and deploy it. Now new requests will give us information on latency in the logs.

C.

Check if the browsers used by the client are different from yours. If they are, that's most likely the issue. Ensure that everybody uses the latest version of the browser that you are also using.

D.

Use Cloud Trace to collect latency data and track how requests propagate and why there is a delay.

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Questions 21

certain devices for cracks, rust, etc. Some of these issues are difficult to identify for a human and your company has seen increasing customer complaints - the customer has paid for an inspection and the field agent said there was no problem, but it later turned out there actually was. The team has come up with a proposal to engage AI to identify issues. On evaluating the existing system, it is seen that the mobile phone network connection is not good or consistent. What solution can work for them?

Options:

A.

Use AutoML Vision Edge models.

B.

Use the Rust programming language instead of Python to identify issues like rust.

C.

Use Cloud TPUs which will be able to do the analysis faster on the cloud. Thus re-sponses also will be fast.

D.

Use TensorFlow to create custom models and deploy it as TensorFlow Lite mod-els.

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Questions 22

Google Cloud Platform (GCP) provides three main compliance resource webpages. What are they? (Select Three Answer)

Options:

A.

Compliance Reports Manager

B.

Support Hub

C.

Compliance Offerings

D.

GDPR Home Page

E.

TechCentral

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Questions 23

You are looking for a one stop reference page for GCP support. What Page would you se-lect?

Options:

A.

Compliance Hub

B.

Google Cloud Platform Status

C.

Support Hub

D.

Pricing Page

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Questions 24

You are a cloud architect in a software solution provider company, one of the client that is a Na-tional Bank who wants to build an application that deals with transactions processing, and it needs a relational database with petabyte of scale data. Which of the following Google Cloud Services will you use?

Options:

A.

Cloud SQL

B.

Cloud Bigtable

C.

Cloud Spanner

D.

Google Cloud BigQuery

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Questions 25

Which Firebase quality tools help the developer track, prioritize & fix stability issues that erode the application quality?

Options:

A.

Performance

B.

App Distribution

C.

Crashlytics

D.

Test Lab

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Questions 26

Which of the following statements describe the features of a preemptible VM in-stance? (Select Three Answer)

Options:

A.

Instance is alive for no more than 12 hours

B.

Can be pre-empted with a 30 minute notice

C.

Can be pre-empted with a 30 second notice

D.

Discounted Significantly

E.

Instance is alive for no more than 24 hours

F.

Can use free tier credits

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Questions 27

You are running a data warehouse on BigQuery. A partner company is offering a recommendation engine based on the data in your data warehouse. The partner company is also running their applica-tion on Google Cloud. They manage the resources in their own project, but they need access to the BigQuery dataset in your project. You want to provide the partner company with access to the da-taset. What should you do?

Options:

A.

Ask the partner to create a Service Account in their project, and have them give the Service Account access to BigQuery in their project.

B.

Create a Service Account in your own project, and grant this Service Account ac-cess to BigQuery in your project.

C.

Create a Service Account in your own project, and ask the partner to grant this Service Account access to BigQuery in their project.

D.

Ask the partner to create a Service Account in their project, and grant their Service Account access to the BigQuery dataset in your project.

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Questions 28

You are a program manager in a company you need to submit a bare metal solution order for a se-cure, high performance connection with a low-latency network fabric. What network information you need to submit the order to Bare Metal Solutions.

Options:

A.

IP Ranges for example Client IP Address range used for communication between your Google Cloud and Bare Metal Solution environments.

B.

Google Cloud Project Id that you are using with your bare metal solution environ-ment.

C.

Total number of VLANs you need in your Bare Metal Solution Environment.

D.

All of the above

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Questions 29

A small scale retailer has been collecting its point of sale transaction in a PostgreSQL Da-tabase. They have raised funding for a strategic expansion goal in the next year that will see them grow significantly in Asia, Europe, North America, Which Database option should they choose in Google Cloud?

Options:

A.

BigQuary

B.

Spanner

C.

Cloud SQL

D.

Bigtable

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Questions 30

An e-commerce company's business has been booming. To keep up with the growth the IT team also grew. Many new people are being added and new resources are being set up. The CIO is in conver-sation with you over coffee one day and expresses her growing concern that they might be moving too fast. Their security checks and policies have not kept pace. She worries that somebody would make a misconfiguration or compliance violation thus exposing the company to data and privacy loss. What can you advise her?

Options:

A.

Use Cloud Identity-Aware Proxy to allow only specific users to access the data.

B.

Use Security Command Center to have a centralized view of assets and get noti-fied on misconfigurations and vulnerabilities.

C.

Use Cloud Data Loss Prevention to prevent the loss of any data.

D.

Use Cloud Armor to block any DDoS attacks that could be a threat.

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Questions 31

In terms of Dockers and Kubernetes, which of the following statements are correct?

Options:

A.

Kubernetes uses Docker to deploy, manage, and scale containerized applications.

B.

Difference between Docker and Kubernetes relates to the role each play in con-tainerizing and running your applications

C.

Kubernetes can be used with or without Docker.

D.

All of the above.

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Questions 32

Which of these are defined by the following statement: a contract you have with your end custom-ers, which, if you don't meet, you might even have to pay fines?

Options:

A.

SLA - Service Level Agreement

B.

SLC - Service Level Contract

C.

SLO - Service Level Objective

D.

SLI - Service Level Indicator

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Questions 33

Firebase Hosting provides the following services-

Options:

A.

Dynamic content

B.

Static content.

C.

Microservices.

D.

All of the Above.

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Questions 34

You are working with a user to set up an application in a new VPC behind a firewall and it is no-ticed that the user is concerned about data egress. Therefore, to provide assistance you want to con-figure the fewest open egress ports. Which of the following statement is correct?

Options:

A.

Set up a high-priority (1000) rule that blocks all egress and a low-priority (65534) rule that allows only the appropriate ports.

B.

Set up a low-priority (65534) rule that blocks all egress and a high-priority rule (1000) that allows only the appropriate ports.

C.

Set up a high-priority (1000) rule to allow the appropriate ports.

D.

Set up a high-priority (1000) rule that pairs both ingress and egress ports.

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Questions 35

Which of the following methods should you use when you require a dynamic way of provisioning VMs on Compute Engine when it is observed that the exact specifications will be in a dedicated configuration file and you want to follow Google’s recommended practices.

Options:

A.

Managed Instance Group

B.

Deployment Manager

C.

Cloud Composer

D.

Unmanaged Instance Group

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Questions 36

Your customer has a reporting tool that is only occasionally used by the leadership team. Usage of it is frequent - once a week, once a month, or once the quarter. They want to run this application in a cost-effective manner. What are the compute options available on Google Cloud which would be suitable? (Choose Two answer)

Options:

A.

Cloud Run

B.

Cloud App Engine Standard

C.

Compute Engine

D.

Kubernetes Engine

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Questions 37

In Google Cloud IAM: if a policy applied at the project level gives you Owner permissions, your access to an individual resource in that project might be restricted to View permission if someone applies a more restrictive policy directly to that resource. What is correct below the options

Options:

A.

False

B.

None of the above.

C.

True

D.

Not defined by GCP.

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Questions 38

An organization wants full control of their virtual machine infrastructure for a custom home-grown application with a product that autoscales and automatically updates.

Which Google Cloud product or solution should the organization use?

Options:

A.

Cloud Build

B.

Cloud Run

C.

Compute Engine

D.

App Engine

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Questions 39

An organization is struggling to meet user demand for change and wants to modernize their legacy applications by moving the applications to the cloud

Why would this help the organization satisfy user expectations'?

Options:

A.

Toil automation helps make automatic updates

B.

Updates can be pushed out more quickly to repair bugs

C.

Customer data can be used to offer tailored content

D.

DevOps requires that industry trends be measured and tracked

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Questions 40

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

What will Apigee enable the organization to do?

Options:

A.

Increase application privacy

B.

Measure and track API performance Most Voted

C.

Analyze application development speed

D.

Market and sell APIs

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Questions 41

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

Options:

A.

Hypervisor

B.

Containers

C.

Serverless computing

D.

Open source

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Questions 42

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?

Options:

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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Questions 43

Why should an organization consider the total cost of ownership (TCO) when moving from on-premises to the cloud?

Options:

A.

To evaluate error budget

B.

To understand service level availability

C.

To evaluate return on investment

D.

To calculate required compute power

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Questions 44

A food delivery service needs access to real-time menu information from all partner restaurants. They also need to share customer order information with the restaurants in real time.

What should the organization use?

Options:

A.

Site reliability engineering (SRE)

B.

An application programming interface (API)

C.

A customized machine learning model

D.

A multi-regional database

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Questions 45

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?

Options:

A.

Users expect professional expertise

B.

Users require personalization

C.

Users expect always-on services

D.

Users require regional access

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Questions 46

An organization's developers are growing increasingly frustrated by the limitations of their on-premises infrastructure.

How would they benefit from leveraging cloud technology?

Options:

A.

They can expect 100% service availability.

B.

They can avoid the limitations of serverless computing.

C.

They can have new tools to innovate and optimize resource usage.

D.

They can optimize maintenance for their on-premises infrastructure.

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Questions 47

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

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

Options:

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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Questions 48

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

How will the prediction be impacted?

Options:

A.

Increased risk of privacy leaks

B.

Increased risk of inaccuracy

C.

Decreased model compatibility

D.

Decreased model training time

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Questions 49

An online retail organization wants to optimize their service.

What is an example of unstructured data that they can use to make decisions?

Options:

A.

Customer survey comments

B.

Seller location coordinates

C.

Product sales trends

D.

Warehouse inventory records

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Questions 50

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?

Options:

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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Questions 51

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

Options:

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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Questions 52

Why is data stored in Google Cloud secure and private?

Options:

A.

Data is encrypted by the Security Command Center

B.

Data is encrypted by Cloud Data Loss Prevention

C.

Data is encrypted by default

D.

Data is encrypted when an appropriate tag is applied

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Questions 53

How is privacy defined in the context of cloud technology?

Options:

A.

Restrictions on data access and sharing

B.

Procedures to authenticate user identity

C.

Susceptibility to data breaches and cyber attacks

D.

Compliance with regulatory standards

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Questions 54

An organization has decided to modernize their applications in the cloud to keep up with their customers' needs.

What may have prompted this business decision?

Options:

A.

Their on-premises applications only autoscale to meet demand.

B.

They want to change from a pay-as-you-go model to a capital expenditure model.

C.

Their source code changes erroneously without developer interaction.

D.

Their on-premises applications take months to update and deploy.

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Questions 55

An organization needs a platform to create custom end-to-end artificial intelligence models.

Which Google Cloud product or service should the organization use?

Options:

A.

Dataproc

B.

Compute Engine

C.

Recommendations AI

D.

Vertex AI

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Questions 56

An organization needs to store structured, semi-structured, and unstructured data in its raw, native format in the same repository.

Which cloud data management solution should the organization use?

Options:

A.

Data field

B.

Data lake

C.

Database

D.

Data warehouse

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Questions 57

An organization's public cloud provider failed to meet their SLA of 99.99% availability.

What is the potential impact on the organization?

Options:

A.

The organization risks using up their error budget.

B.

Renegotiation of the SLA to put less emphasis on uptime could be necessary.

C.

Unexpected downtime could risk the loss of customers.

D.

All data stored in their database could be unexpectedly lost.

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Questions 58

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?

Options:

A.

Data automation

B.

Trends analysis

C.

Machine learning

D.

Multiple regression

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Questions 59

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?

Options:

A.

Cloud Natural Language API

B.

Dialogflow

C.

Recommendations AI

D.

TensorFlow

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Questions 60

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?

Options:

A.

Relational database

B.

Private data center

C.

Data field

D.

Data warehouse

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Questions 61

An organization needs to categorize a large group of photographs using pre-trained machine learning.

Which Google Cloud product or service should the organization use?

Options:

A.

Vision API

B.

BigQuery ML

C.

AutoML Vision

D.

Looker

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Questions 62

How would a global organization benefit from managing their data with Cloud Spanner?

Options:

A.

Cloud Spanner is optimized for cold storage

B.

Cloud Spanner replicates data across regions in real time

C.

Cloud Spanner is optimized to ingest unstructured data

D.

Cloud Spanner visualizes and analyzes data in real time

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Questions 63

An organization wants a cost-effective relational database.

Which Google Cloud service should the organization use?

Options:

A.

Cloud Storage

B.

BigQuery

C.

Cloud SQL

D.

Dataflow

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Questions 64

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?

Options:

A.

Google Cloud Console

B.

Cloud Trace

C.

Cloud Monitoring

D.

Cloud Logging

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Questions 65

Your organization wants to run a container-based application on Google Cloud. This application is expected to increase in complexity. You have a security need for fine-grained control of traffic between the containers. You also have an operational need to exercise fine-grained control over the application’s scaling policies.

What Google Cloud product or feature should your organization use?

Options:

A.

Google Kubernetes Engine cluster

B.

App Engine

C.

Cloud Run

D.

Compute Engine virtual machines

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Questions 66

A customer has new applications to build that has to handle both batch data and streaming data. Which product should they choose?

Options:

A.

Dataprep

B.

Dataflow

C.

Dataproc

D.

Data Fusion

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Questions 67

Your organization is on a critical path with recently developed applications. They are going into production in a month. A few million users are expected to use the new application. They want to ensure minimum disruption when the application goes live. Any issues have to be dealt with within minutes and resolved as quickly as possible. Which Support package should they take?

Options:

A.

Enhanced Support

B.

Standard Support

C.

Basic Support

D.

Premium Support

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Questions 68

The CFO is attending one of the preliminary meetings in the migration strategy meeting. She brings up the concern about costs. They have contracts with their vendors and the payments they will need to make when purchasing any kind of infrastructure. This gives them a clear view of numbers for resource budgeting and planning. Can she get the same kind of clarity on Google Cloud?

Options:

A.

Yes. Do a trial run of typical workloads. See the billing amount and that becomes the base reference.

B.

Yes, the Cloud Native Computing Foundation publishes yearly numbers on the cost of running the cloud. Use that as a reference.

C.

Yes, the Pricing Calculator can be used to estimate the cost of resources.

D.

Yes, Google provides a typical cost of application workloads by region and indus-try. Use that as a reference.

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Questions 69

What is the difference between Standard and Coldline storage?

Options:

A.

Coldline storage is for data for which a slow transfer rate is acceptable.

B.

Standard and Coldline storage have different durability guarantees.

C.

Standard and Coldline storage use different APIs.

D.

Coldline storage is for infrequently accessed data.

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Questions 70

Your organization wants to migrate its data management solutions to Google Cloud because it needs to dynamically scale up or down and to run transactional SQL queries against historical data at scale. Which Google Cloud product or service should your organization use?

Options:

A.

BigQuery

B.

Cloud Bigtable

C.

Pub/Sub

D.

Cloud Spanner

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Questions 71

An IoT platform is providing services to home security systems. They have more than a million customers, each with many home devices. Burglaries or child safety issues are concerns that the clients customers. Therefore, the platform has to respond very quickly in near real time. What could be a typical data pipeline used to support this platform on Google Cloud?

Options:

A.

Cloud Pub/Sub, Cloud Dataflow, Data Studio

B.

Cloud Functions, Cloud Dataproc, Looker

C.

Cloud Pub/Sub, Cloud Dataflow, BigQuery

D.

Cloud Functions, Cloud Dataproc, BigQuery

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Questions 72

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

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

Options:

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 tem members’ requests

D.

Make every member of your company the project owner

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Questions 73

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

Options:

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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Questions 74

Your team is working on building a machine learning model. There are a bunch of terminologies that are being used. What is an "instance" or an "example"?

Options:

A.

An input variable is used in making predictions. E.g. number of rooms in a house price prediction model.

B.

One row of a dataset containing one or more input columns and possibly a prediction result.

C.

An answer for a prediction task,¬ either the answer produced by a machine learning system or the right answer supplied in training data. E.g. image contains a "cat".

D.

The "knobs" that you tweak during successive runs of training a model. E.g. learning rate

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Questions 75

Your application has repeated data requests of the exact same nature. At the same time, the number of user requests is increasing. Monitoring indicates that the load on the existing database is increasing, and there seems to be a bottleneck. An analysis of the data requested shows us that it is application-managed data and that it changes, but not often. How can you improve the efficiency of the application?

Options:

A.

Use Cloud Memorystore to improve speed via caching

B.

Increase the amount of RAM on the machine hosting the database so that it has higher data throughput.

C.

Use Cloud Storage with multi-regional storage so that all users accessing the data will have lower latency

D.

Increase the number of CPUs on the machine hosting the database so that it has higher data throughput.

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Questions 76

An organization wants to move from a strategic cloud adoption maturity level to a trans-formational one. How should the organization change the way they scale?

Options:

A.

None of these

B.

Deploy changes when problems arise.

C.

Deploy changes programmatically.

D.

Review changes manually.

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Questions 77

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?

Options:

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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Questions 78

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?

Options:

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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Questions 79

Your company has been using a shared facility for data storage and will be migrating to Google Cloud. One of the internal applications uses Linux custom images that need to be migrated.

Which Google Cloud product should you use to maintain the custom images?

Options:

A.

App Engine flexible environment

B.

Compute Engine

C.

App Engine standard environment

D.

Google Kubernetes Engine

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Questions 80

You are a program manager within a Software as a Service (SaaS) company that offers rendering software for animation studios. Your team needs the ability to allow scenes to be scheduled at will and to be interrupted at any time to restart later. Any individual scene rendering takes less than 12 hours to complete, and there is no service-level agreement (SLA) for the completion time for all scenes. Results will be stored in a global Cloud Storage bucket. The compute resources are not bound to any single geographical location. This software needs to run on Google Cloud in a cost-optimized way.

What should you do?

Options:

A.

Deploy the application on Compute Engine using preemptible instances

B.

Develop the application so it can run in an unmanaged instance group

C.

Create a reservation for the minimum number of Compute Engine instances you will use

D.

Start more instances with fewer virtual centralized processing units (vCPUs) instead of fewer instances with more vCPUs

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Questions 81

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?

Options:

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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Questions 82

An organization wants to search for and share plug-and-play AI components which can easily build ML services into their project. Which Google Cloud product should the organi-zation use?

Options:

A.

Document AI

B.

AI Hub

C.

Cloud Talent Solution

D.

Recommendations AI

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Questions 83

Your manager wants to restrict communication of all virtual machines with internet access; with resources in another network; or with a resource outside Compute Engine. It is expected that different teams will create new folders and projects in the near future.

How would you restrict all virtual machines from having an external IP address?

Options:

A.

Define an organization policy at the root organization node to restrict virtual machine instances from having an external IP address

B.

Define an organization policy on all existing folders to define a constraint to restrict virtual machine instances from having an external IP address

C.

Define an organization policy on all existing projects to restrict virtual machine instances from having an external IP address

D.

Communicate with the different teams and agree that each time a virtual machine is created, it must be configured without an external IP address

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Questions 84

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?

Options:

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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Questions 85

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

Options:

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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Questions 86

A partner of yours used to have their own private data center. Your company was already on Google Cloud and now they have also moved to Google Cloud. You are investigating whether there are ways to collaborate better or shared services. What would be one good option to consider?

Options:

A.

Use Private Service Access within Google Cloud.

B.

Use VPC Peering to share resources privately between your two organizations.

C.

Use public IP addresses as before. It will automatically be routed internally only.

D.

Use VPC Shared Networks to share common resources.

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Questions 87

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.)

Options:

A.

Billing dashboards

B.

Resource labels

C.

Sustained use discounts

D.

Financial governance policies

E.

Payments profile

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Questions 88

Your team has developed a machine learning model for your customer. The test results indicate very strong predictive capability. The model is then deployed in production. Evaluation of the predictions in production show that they are off by a pronounced margin. What is the issue and how can you solve for it?

Options:

A.

The model is under fitted. Train with less data.

B.

The model is over fitted. Add more features to the model to fix it.

C.

The model is fine since the test results are good. Fix the production of incoming data.

D.

The model is overfitted. Train with more data.

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Questions 89

Which Google Cloud product is designed to reduce the risks of handling personally identifiable information (PII)?

Options:

A.

Cloud Storage

B.

Google Cloud Armor

C.

Cloud Data Loss Prevention

D.

Secret Manager

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Questions 90

You decide to migrate your on-premises environment to the cloud. You need to determine which resource components still need to be assigned ownership.

Which two functions are owned by a public cloud provider? (Choose two.)

Options:

A.

Hardware maintenance

B.

Infrastructure architecture

C.

Infrastructure deployment automation

D.

Hardware capacity management

E.

Fixing application security issues

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Questions 91

An organization wants to dynamically adjust its application to serve different user needs. What are the benefits of storing their data in the cloud for this use case?

Options:

A.

Data can be stored in archive for long term access

B.

Automatic data cleaning and validation

C.

Real-time data ingestion and analysis

D.

No data access management required

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Questions 92

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?

Options:

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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Questions 93

What are the network requirements for Private Google Access?

Options:

A.

Private Google Access automatically enables any API.

B.

Your network must have appropriate routes for the destination IP ranges used by Google APIs and services.

C.

Both A and B

D.

None of the Above

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Questions 94

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?

Options:

A.

Enroll in Premium Support

B.

Enroll in Enhanced Support

C.

Enroll in Standard Support

D.

Enroll in Basic Support

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Questions 95

Your company provides car maintenance services. It is conducting an internal hackathon to identify new ideas that could expand their business. The teams have pitched different ideas and have started working on it. They have to present their application to the judges within 48 hours. A presentation alone is not enough; they have to demonstrate a working proof of concept. The team that you are mentoring is going to recommend additional ser-vices to drive in customers based on the brand of car they drive in. They need to be able to identify what brand of car the customer has, based on a photograph automatically taken at entry. They have already discovered an open source database of car images collected by online enthusiasts. How should they implement this solution?

Options:

A.

Use Deep Learning Containers that are preconfigured and optimized containers for deep learning environments.

B.

Use AutoML Image - upload the images and let it create a working model for you.

C.

Use TensorFlow to create a model that will identify the car brands; use the available data to train the model.

D.

Use Cloud Vision AI that is able to detect logos. Write only the code to integrate in-to your workflow.

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Questions 96

Your organization needs to build streaming data pipelines. You don’t want to manage the individual servers that do the data processing in the pipelines. Instead, you want a managed service that will automatically scale with the amount of data to be processed.

Which Google Cloud product or feature should your organization choose?

Options:

A.

Pub/Sub

B.

Dataflow

C.

Data Catalog

D.

Dataprep by Trifacta

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Exam Name: Google Cloud Digital Leader exam
Last Update: May 3, 2024
Questions: 321
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