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Question # 4

An organization is training a machine learning model to make predictions.

What could improve the prediction accuracy of their model?

A.

An increase in storage capacity

B.

Higher network bandwidth

C.

An increase in training data

D.

Faster CPU processors

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Question # 5

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 # 6

A real estate organization processes photos of properties uploaded by their agents to an internal application. They must manually check and remove photos that contain personally identifiable information like passports and credit cards. They want a solution that their developer can use to integrate with their app as quickly as possible. Which solution should they use?

A.

BigQuery ML

B.

Custom training

C.

Pre-trainedAPIs

D.

AutoML

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Question # 7

After rolling out a new update, an organization found a minor bug in its online video game.

How should the organization approach this bug while following SRE principles?

A.

Accept and learn from the bug because failure is normal

B.

Accept and ignore the bug because it is only minor

C.

Hold a postmortem to reprimand the employee responsible for the bug

D.

Document bug correction to eliminate all future bugs

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Question # 8

An organization has petabytes of data gathered from a wide range of sources They want to use the data for strategic analysis and to guide business decisions What type of service should they use*?

A.

Non-relational document database

B.

Object store

C.

Data warehouse

D.

Relational transactional database

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Question # 9

Within Google's Site Reliability Engineering framework, which concept measures how well a system is performing?

A.

Service-level objective

B.

Service-level agreement

C.

Service-level indicator

D.

Error reporting

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Question # 10

An organization is running SQL Server on-premises and is struggling with capacity and management overhead. They want to modernize this database quickly by using Google products or services What should the organization do?

A.

Migrate all SQL Server data to BigQuery

B.

Refactor applications to use a cloud first database like Firestore

C.

Perform a managed database migration to Cloud SQL

D.

Export old tables from SQL Server to Cloud Storage

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Question # 11

Your organization needs to categorize objects in a large group of static images using machine learning. Which Google Cloud product or service should your organization use?

A.

BigQuery ML

B.

AutoML Video Intelligence

C.

Cloud Vision API

D.

AutoML Tables

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Question # 12

What are the network requirements for Private Google Access?

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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Question # 13

You are leading projects in an IT services company. Your customer's project requires analyzing im-ages. They have many 10s of 1000s of raw images that they have made available to you. Your small technology team needs to build a machine learning model. The images are unlabeled. You don't have the people or the capacity to label the images. What is your approach?

A.

Look for open-source labeled images that closely resemble the given images.

B.

Request data labeling service from Google.

C.

Tell the customer it is their duty to label the images.

D.

Hire temporary workers who can quickly label the images.

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Question # 14

Your customer is making a decision on whether to move to Google Cloud. Their key concern is about 10,000 VMs that are part of their IT infrastructure used across more than 110 applications. They are apprehensive of too many changes at this stage. They want to get to Google Cloud in the easiest way possible with minimal disruption. What option would you recommend for them?

A.

Use Migrate for Anthos

B.

Lift and shift the VMs to serverless options like App Engine Flex.

C.

Re-architect on-prem to use Kubernetes and then slowly extend and bridge the on-prem data center to the Google Cloud data center.

D.

Use Migrate for Compute

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Question # 15

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?

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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Question # 16

A video game organization has invested in cloud technology to generate insights from user behaviors. They want to ensure recommendations of games are aligned to players' interests. What may have prompted this business decision?

A.

Customers expect faster time to market for games.

B.

Employees expect source code changes to be deployed faster.

C.

Customers expect a personalized experience.

D.

Employees expect more predictable data management spending.

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Question # 17

A fitness band company is continuously ingesting data from millions of its consumers. Different kinds of data based on time, like location, heartbeat rate, temperature, movement, etc. are connect-ed. They need a high throughput database that can write data very fast. Since their users are spread across the world, they need the database to be geographically scalable. Consumers also want to see near-real-time visualizations of their activities. Which of these databases would be a good fit?

A.

Cloud SQL

B.

Bigtable

C.

Spanner

D.

Firestore

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Question # 18

An organization currently stores its data on-premises and they receive different levels of traffic on their website every month. How could the organization benefit from modernizing their infrastructure with cloud technology?

A.

They can rely on the cloud provider for all website source code.

B.

Agile storage scalability.

C.

100% service availability.

D.

They can shift from heavy operational expenditure to a capital expenditure model.

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Question # 19

Your application is onboarding a number of users. The details of the users very widely. What kind of database would be most suitable for this use case?

A.

NoSQL database like Firestore

B.

OLAP database like BigQuery which support SQL

C.

SQL database like MySQL or PostgreSQL

D.

OLTP database like Cloud Spanner

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Question # 20

Your customer currently has a hybrid cloud setup including their on-premises data center and AWS. They are consolidating all their services on Google Cloud as part of a modernization plan and want to spend less IT effort in the future. There are about 10 MySQL and 25 PostgreSQL databases across the two DCs. What is the best option to for them?

A.

Use the Data Catalog Service to manage the metadata of the databases

B.

Use Cloud Dataflow service and setup Google's Cloud SQL as the sink and the others as the source, which will cause the data to flow in as expected.

C.

Use the Database Migration Service

D.

Use the Bare Metal Solution and copy the databases directly as they are on-premises and on AWS.

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Question # 21

You are currently managing workloads running on Windows Server for which your company owns the licenses. Your workloads are only needed during working hours, which allows you to shut down the instances during the weekend. Your Windows Server licenses are up for renewal in a month, and you want to optimize your license cost.

What should you do?

A.

Renew your licenses for an additional period of 3 years. Renew your licenses for an additional period of 3 years. Negotiate a cost reduction with your current hosting provider wherein infrastructure cost is reduced when workloads are not in use

B.

Renew your licenses for an additional period of 2 years. Negotiate a cost reduction by committing to an automatic renewal of the licenses at the end of the 2 year period

C.

Migrate the workloads to Compute Engine with a bring-your-own-license (BYOL) model

D.

Migrate the workloads to Compute Engine with a pay-as-you-go (PAYG) model

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Question # 22

Your team is using BigQuery as your central data warehouse. You are running a certain workload that you've run frequently over the last few days. It is a short, high capacity ana-lytics workload. Which of the following would be an appropriate pricing model to use?

A.

There is no need for any pricing model the first 1 TB of query data processed per month is free.

B.

On-demand pricing

C.

Flex Slots

D.

Flat-rate reservations

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Question # 23

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?

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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Question # 24

Your organization runs all its workloads on Compute Engine virtual machine instances. Your organization has a security requirement: the virtual machines are not allowed to access the public internet. The workloads running on those virtual machines need to access BigQuery and Cloud Storage, using their publicly accessible interfaces, without violating the security requirement.

Which Google Cloud product or feature should your organization use?

A.

Identity-Aware Proxy

B.

Cloud NAT (network address translation)

C.

VPC internal load balancers

D.

Private Google Access

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Question # 25

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?

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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Question # 26

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?

A.

None of these

B.

Deploy changes when problems arise.

C.

Deploy changes programmatically.

D.

Review changes manually.

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Question # 27

A company with its own private data center has called you in for help with their disaster recovery planning. News of multiple ransomware attacks has made them very anxious. They want to make they are well prepared for such an eventuality. Which of these would be good recommendations?

A.

It is better to have redundancy; so, set up another private data center nearby so that you can quickly go over in case of an emergency.

B.

It is better to have redundancy; use one or many of the Google Cloud datacenters as a backup location.

C.

The one data center is enough, as long as the data is encrypted; attackers won't be able to read the data.

D.

The one data center is enough as long as you regularly back up data and save it in another place in the same DC.

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Question # 28

Your Google Cloud Platform [GCP] admin has to manage a bunch of API keys for external services that are accessed by different applications, which are used by a few teams. What is the best way to manage them?

A.

Share the information in a Github repository and grant access to the repo in IAM as required.

B.

Store the information in Secret Manager and give IAM read permissions as re-quired.

C.

Store the information in Kubernetes Secrets and only grant read permissions to users as required.

D.

Encrypt the information and store it in Cloud Storage for centralized access. Give the decrypt key only to the users who need to access it.

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Question # 29

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 # 30

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?

A.

App Engine flexible environment

B.

Compute Engine

C.

App Engine standard environment

D.

Google Kubernetes Engine

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Question # 31

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?

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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Question # 32

An organization has had a data leak scare because one employee made a sensitive Cloud Storage bucket available to the public. Given the nature of the company's business, it is understood that there is never any reason to give the public direct access to any file. The security head wants to ensure that such an event never occurs again. How can you ensure this?

A.

Remove Edit access rights of all Cloud Storage buckets so that no user can make any edits.

B.

Set an organizational policy constraint to restrict bucket access set to the public.

C.

Use Cloud Scheduler to run a job at a specified interval to scan buckets. Any public permissions can be programmatically changed.

D.

Write Cloud Functions code connected to Cloud Storage. Any changes will be notified to the function which can be used to reset the public access.

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Question # 33

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 # 34

An organization has created an ecommerce website. What data on this website would be considered structured data?

A.

Product photographs

B.

Product reviews

C.

Product descriptions

D.

Product ratings score

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Question # 35

Your organization is developing an application that will manage payments and online bank accounts located around the world. The most critical requirement for your database is that each transaction is handled consistently. Your organization anticipates almost unlimited growth in the amount of data stored.

Which Google Cloud product should your organization choose?

A.

Cloud SQL

B.

Cloud Storage

C.

Firestore

D.

Cloud Spanner

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Question # 36

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?

A.

Pub/Sub

B.

Dataflow

C.

Data Catalog

D.

Dataprep by Trifacta

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Question # 37

An organization with hybrid cloud architecture wants to build an application once and be able to run it both on-premises and in their public cloud. Which Google Cloud solution should the organization use?

A.

Cloud Functions

B.

App Engine

C.

Compute Engine

D.

Anthos

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Question # 38

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?

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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Question # 39

Your organization needs to plan its cloud infrastructure expenditures.

Which should your organization do?

A.

Review cloud resource costs frequently, because costs change often based on use

B.

Review cloud resource costs annually as part of planning your organization’s overall budget

C.

If your organization uses only cloud resources, infrastructure costs are no longer part of your overall budget

D.

Involve fewer people in cloud resource planning than your organization did for on-premises resource planning

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Question # 40

Your customer has reliable information to indicate that they will use a certain amount of computing and analytics. The workloads are critical and they don't want to take a chance with VMs or BigQuery slots being unavailable during a peak period. How can they ensure that they allocate the capacity?

A.

Send in the filled form to Google Cloud support to reserve the Compute Engine and BigQuery resources required.

B.

Create reservations on Compute Engine and BigQuery.

C.

On the day the capacity is required, set a scheduled job that will provision as many resources as required and lock it in.

D.

Google Cloud is elastic for resources. You cannot reserve resources in advance; it is pay per use.

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Question # 41

Your organization needs to establish private network connectivity between its on-premises network and its workloads running in Google Cloud. You need to be able to set up the connection as soon as possible.

Which Google Cloud product or feature should you use?

A.

Cloud Interconnect

B.

Direct Peering

C.

Cloud VPN

D.

Cloud CDN

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Question # 42

Your organization stores highly sensitive data on-premises that cannot be sent over the public internet. The data must be processed both on-premises and in the cloud.

What should your organization do?

A.

Configure Identity-Aware Proxy (IAP) in your Google Cloud VPC network

B.

Create a Cloud VPN tunnel between Google Cloud and your data center

C.

Order a Partner Interconnect connection with your network provider

D.

Enable Private Google Access in your Google Cloud VPC network

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Question # 43

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 # 44

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

A.

Dataprep

B.

Dataflow

C.

Dataproc

D.

Data Fusion

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Question # 45

As your organization increases its release velocity, the VM-based application upgrades take a long time to perform rolling updates due to OS boot times. You need to make the application deployments faster.

What should your organization do?

A.

Migrate your VMs to the cloud, and add more resources to them

B.

Convert your applications into containers

C.

Increase the resources of your VMs

D.

Automate your upgrade rollouts

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Question # 46

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 # 47

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?

A.

Google Kubernetes Engine cluster

B.

App Engine

C.

Cloud Run

D.

Compute Engine virtual machines

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Question # 48

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

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Question # 49

Your company’s development team is building an application that will be deployed on Cloud Run. You are designing a CI/CD pipeline so that any new version of the application can be deployed in the fewest number of steps possible using the CI/CD pipeline you are designing. You need to select a storage location for the images of the application after the CI part of your pipeline has built them.

What should you do?

A.

Create a Compute Engine image containing the application

B.

Store the images in Container Registry

C.

Store the images in Cloud Storage

D.

Create a Compute Engine disk containing the application

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Question # 50

Your company has multiple internal applications used by your employees. You also have to give access to certain vendors and contractors. What is a good option for you to adopt?

A.

Keep the credentials separate for each application to reduce the blast radius in case of any issues.

B.

Use an external identity provider that is famous and popular like Facebook or Twitter; that way, even your vendors and contractors will have an account there.

C.

Allow all users, especially contractors and vendors, to bring their own identities, like those at gmail.com.

D.

Use an IDaaS (Identity as a Service) product that can centrally manage authenti-cation and authorization for the applications.

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Question # 51

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

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Question # 52

You have experimented with Google Cloud using your own credit card and expensed the costs to your company. Your company wants to streamline the billing process and charge the costs of your projects to their monthly invoice. What should you do?

A.

Grant the financial team the IAM role of ג€Billing Account Userג€ on the billing ac-count linked to your credit card.

B.

Change the billing account of your projects to the billing account of your company.

C.

Create a ticket with Google Billing Support to ask them to send the invoice to your company.

D.

Set up BigQuery billing export and grant your financial department IAM access to query the data.

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Question # 53

Which of the following is/are core storage options available on the Google Cloud Platform?

A.

Cloud Storage and Cloud Data Store

B.

Cloud Spanner

C.

Cloud SQL and Google Big Table

D.

All of the above

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Question # 54

A customer has an application running in virtual machines. They are migrating this application to Google Cloud. They have previously had scaling issues when on-premises as VMs had to be pre-allocated. Capacity planning was repeatedly off mark - it's either too many VMs or too less. They want to match the capacity to demand while keeping the application running always. They don't have the time or budget to re-architect the systems using containers and Kubernetes at the mo-ment. What would be your recommendation?

A.

Run a load test on Compute Engine VMs. Get an estimate of usage. Then plan for a VM capacity of 25% above the load test value.

B.

Use the Managed Instance Group with Compute Engine

C.

Inform them that new-age companies are using microservices, containers, and Kubernetes for this and they can plan to rewrite the app quickly.

D.

Inform them that using a serverless option will take care of the scaling and they can move to Cloud Run or App Engine.

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Question # 55

Compute Engine provides machine type recommendations to help you optimize the re-source utilization of your virtual machine (VM) instances. What is this capability called?

A.

App Engine

B.

None of the above

C.

Rightsizing Recommendations

D.

Recommendation Engine

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Question # 56

Your company has a requirement to run manual tests on their web products for UX research before it is released to end customers. The people who will do the tests are external to the company. They will either use their own Gmail id or be given temporary email ids using the applications and record-ing their inputs in another app. The UX testing is done in the last week of the month. Each month the UX testers could be different. How should the IT team manage the users?

A.

Since the app is anyways going to be public, create permanent credentials for the UX testers that they can conveniently use each time.

B.

It would be a security issue to have users come and go. Recommend that the test-ers be permanently hired to plug the vulnerability issue.

C.

It would be a security issue to have users come and go. Recommend that the test-ers be permanently hired to plug the vulnerability issue.

D.

Create a Group with the permissions required to do the test and record their in-puts. When users arrive each week, add them to the group and after the testing period, remove them from the group.

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Question # 57

You are storing sensitive information in a Cloud Storage bucket. For legal reasons, you need to be able to record all requests that read any of the stored data. You want to make sure you comply with these requirements. What should you do?

A.

Scan the bucket using the Data Loss Prevention API.

B.

Enable Data Access audit logs for the Cloud Storage API.

C.

Enable the Identity Aware Proxy API on the project.

D.

Allow only a single Service Account access to read the data.

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Question # 58

Considering Google Cloud Storage different Options which of the following is / are correct on the basis of their real world use cases?

A.

Cloud Storage : Images, Large Media, files , backups.

B.

Google Cloud BigTable : AdTech, Financial and IoT Data.

C.

Cloud SQL : User Credentials, customer orders.

D.

All of the Above.

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Question # 59

What characteristics should an organization adopt to be a DevOps organization?

A.

Teamwork over individual work

B.

Obsession with Automation over preoccupation with manual work

C.

Product based teams over component teams.

D.

All of the Above

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Question # 60

A large travel services company has been running all their workloads on Google Cloud in the previous year. They looked at their past usage of cloud resources and see that there is a consistent use of 10,000 virtual machines throughout the year. Based on the projections for the following year they have a strong indication that they will use at least this much or more capacity within Google Cloud. What is one way in which they can take advantage of this knowledge?

A.

They can use these numbers to negotiate a better contract with another public cloud number.

B.

They can cut costs by cutting down on the number of VMs used.

C.

They can get into a committed use contract with Google Cloud to get a significant discount on the usage of VMs.

D.

They can ask for a sustained use discount.

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Question # 61

Which of the following statements is / are correct about Machine Learning?

A.

Machine learning examples include chatbots and automated virtual assistants to automate routine customer service tasks and speed up issue resolution.

B.

Machine learning automates the job of building statistical models with Human In-tervention.

C.

Robotic process automation (RPA) can not be attached with ML.

D.

None of the Above.

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Question # 62

Cloud Data Loss Prevention (DLP) is a fully managed service designed to help discover, classify, and protect the most sensitive data. DLP provides three key features (Select Three Answers)

A.

Classification

B.

De-identification

C.

De-classification

D.

Inspection

E.

Reinspection

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Question # 63

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?

A.

Cloud SQL

B.

Cloud Bigtable

C.

Cloud Spanner

D.

Google Cloud BigQuery

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Question # 64

A large travel company has thus far invested heavily in their technology team. There is strategic pressure on the company to focus on their core business and innovate to survive in certain geogra-phies and thrive in others. They are evaluating whether a move to Google Cloud will be good for them. Which of these reasons would be relevant for them? (choose two answer)

A.

Application architecture won't be too involved because of serverless options.

B.

The IT team won't have to manage software upgrades, security patches, etc. for the VMs.

C.

The IT team won't have to work on procuring and provisioning new hardware and refreshes to existing hardware.

D.

Budgeting won't be an issue since the cloud takes care of billing.

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Question # 65

Your client is a financial services company giving loans based on customer profiles. As part of the regulatory compliance, they have to collect a bunch of different documents with know your cus-tomer (KYC) information. They want to be able to process the information in these documents quickly and at scale. They want to integrate the chosen solution as quickly as possible. What are your options on Google Cloud?

A.

Integrate the Cloud Vision API to create a custom model to handle the documents.

B.

Create a model using TensorFlow and integrated it into the process workflow.

C.

Integrate the Lending DocAI and Document AI in two there processes workflow of the processing loan requests.

D.

Integrate the Natural Language API to read the request sent in by clients and to process the forms.

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Question # 66

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

A.

Compliance Hub

B.

Google Cloud Platform Status

C.

Support Hub

D.

Pricing Page

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Question # 67

Your customer is moving to Google Cloud. They have many teams, each working on many projects. How should they organize resources?

A.

Let each team have one shared Folder with multiple Projects within it so that there is a separation of concerns.

B.

Let each Project have one Folder so that there is a clear separation of concerns.

C.

Let each team have an Organization so that they can entirely manage themselves with their own identity.

D.

Let each team have one shared Project so that it is easy to manage.

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Question # 68

What load balancer type is supported with Cloud Armor security policies?

A.

SSL Proxy, HTTP(S) and SSL

B.

HTTP(S) and SSL

C.

Regional SSL

D.

HTTP(S) Only

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Question # 69

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

A.

Database as a Service.

B.

Platform as a Service.

C.

Infrastructure as a Service.

D.

Software as a Service.

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Question # 70

A customer in the European Union region is very clear that their data should not go outside the Eu-ropean Union. Their end users are spread all over the European U. They have to choose a storage option that serves all the users within Asia via web browsers as quickly as possible. Which storage option will work for them?

A.

Cloud Storage with a single region that is known to be within the European U

B.

Cloud Filestore is connected to virtual machines which are guaranteed to be within the European U

C.

Cloud Storage with the multi-region option of European U

D.

Cloud Storage with the dual-region option of European U

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Question # 71

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.

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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Question # 72

Your client has an on-premises data center. Due to technical limitations, they are unable to scale globally. They have decided to adopt the public cloud. However, they don't want to locked into any one vendor and, therefore, would like to work with multiple cloud providers. They have used open source container technologies and would like to continue using them.

A.

Cloud Run which supports containers and can scale in a serverless fashion

B.

Kubernetes that runs containers as their core workloads

C.

AppEngine Flexible Environment which supports containers

D.

Anthos that runs containers as their core workloads

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Question # 73

You're negotiating SLAs with a customer. You have communicated that there will be a 99.99% (four 9s) availability for the service you are providing. Every aspect of the service is under your con-trol. They want to modify the reliability to 99.999% (five 9s). What do you tell them? (Choose two answer)

A.

Yes, that could be possible. If yes, there will be a significantly higher charge be-cause the effort is significantly higher too.

B.

Yes, that is possible, but there will be an additional charge of 9% for the service because that is the additional effort required.

C.

Yes, that is possible. There is hardly any difference to provide another 0.009% availability.

D.

Ask them for the reasonable downtime they are willing to absorb. If it is more than 60 minutes in an entire year, explain how the current SLA meets that requirement.

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Question # 74

Firebase Hosting provides the following services-

A.

Dynamic content

B.

Static content.

C.

Microservices.

D.

All of the Above.

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Question # 75

One of your customers used to have a private data center. While within their data center itself, they were consuming some Google services via API calls and other public, well-known addresses pub-lished by Google. Now they're evacuating their private data center and are moving to Google Cloud. Could they improve some of their existing architecture with respect to security?

A.

Use VPC Peering with the Google Cloud organization so that you can directly use services using only private IPs.

B.

Use private addresses only. No additional configuration is required. All Google services will be accessible within Google Cloud on private addresses.

C.

Use Shared VPCs with the Google Cloud organization so that you can directly use services using only private IPs.

D.

Enable Private Google Access so that they can remove public IP addresses.

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Question # 76

You are working in a company where you need to store Terabytes of Image Data daily and process them e.g. Taking photos of the entire planet 24 hours every day with satellite and sending data to data centres to store and process it. Which of the following would be the best combination for your infrastructure.

You are working in a company where you need to store Terabytes of Image Data daily and process them e.g. Taking photos of the entire planet 24 hours every day with satellite and sending data to data centres to store and process it. Which of the following would be the best combination for your infrastructure.

A.

Bare Metal Solutions with Google Cloud Storage.

B.

Google Cloud Storage & Google Cloud Compute Engines

C.

Google Cloud Storage & Preemptible VMs.

D.

None of the Above

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Question # 77

Considering Different Storage and database options e.g. Cloud Datastore, Cloud SQL, Cloud Stor-age, etc. Which of the following statements is/are correct? ( Select two answer)

A.

Cloud DataStore and Cloud SQL have Terabytes + and Terabytes Capacity respec-tively.

B.

Cloud Bigtable and Cloud Storage both have Petabytes + capacity.

C.

Cloud Bigtable and Cloud Storage both have not Petabytes + capacity.

D.

None of the above.

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Question # 78

App Engine has been deployed in your customers GCP cloud deployment. The customer would like to know more about the benefits of App Engine Flexible. Please advise them on the benefits of App Engine Flexible (Select Two Answers)

A.

Supports autoscaling

B.

Supports Docker containers

C.

Supports mainframe connectivity

D.

Source code is written in specific versions of the supported programming lan-guages only

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Question # 79

In discussions with a prospective customer who wants to move to Google Cloud to make use of the latest, scalable technologies available therein, you learn that there are very strict regulations concern-ing the storage of data. They only have the approval to store it in their current private data cen-ter. What would you advise them?

A.

Retain on-premise itself those portions of data and compute which are under regulation. Take advantage of all the other cloud capabilities for remaining work-loads.

B.

It is too risky to touch anything in such a scenario. It is best to remain entirely on-premise.

C.

Regulations are guidelines. As long as the data remains encrypted, you can move it anywhere.

D.

Petition the government for changes to such regulations as all industries are mov-ing to the public cloud. Then, when the regulations are eased, move to Google Cloud.

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Question # 80

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?

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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Question # 81

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?

A.

Spanner

B.

Bare Metal

C.

BigQuery

D.

Cloud SQL

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Question # 82

You are working with a government agency. A web application serves users of the country. It al-lows citizens to receive certain services in providing their national identity. Citizens have com-plained that they are seeing delays in web page loading compared to before. On investigating, they are seeing a lot of spurious traffic coming in from a few IPs which they have identified as for-eign. What should they do?

A.

Setup Firewall rules to deny access to the malicious IPs.

B.

Setup Cloud Armor and add the malicious IPs to the deny list.

C.

Setup Firewall rules to allow access only to the IPs from within the country.

D.

Setup Cloud NAT and remove all the internal IPs and replace it with a single public IP.

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Question # 83

A startup client of yours does offline data processing for a few of its clients. They are mi-grating their applications and the associated data to Google Cloud. They have 100TB of data to move. They presently have a very small private data center setup connected to a local internet provider. The maximum bandwidth they are able to get is 100Mbps. How long will it take them to transfer the data over the internet if the transfer goes smoothly?

A.

About 12 days.

B.

About 2 years.

C.

About 100 days.

D.

About 24 hours.

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Question # 84

A developer in your IT team is cheating a bucket on Cloud Storage. He is receiving an error that the bucket name already exists. He has checked his project and the few other pro-jects in the organization, The name seems to be entirely unique, What would be the is-sue?

A.

Bucket names ignore any "." in the name. Look for similar bucket names that have a "." in it.

B.

Previously deleted bucket names in the same project cannot be reused. There must have been an older bucket with the same name.

C.

Bucket names in Cloud storage have to be globally unique

D.

Bucket name are case insensitive- look for bucket name in your org that have a different capitalization.

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Question # 85

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?

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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Question # 86

The government has mandated that companies in a particular section of healthcare must retain all the data they collect for a period of 10 years in case an audit needs to be done. Your client, who is in that industry, needs to follow regulations. In addition, your client wants to do an analysis of the data quite frequently in the first year. They also don't want to be liable for any data beyond year 10. What would recommend for your customer?

A.

Use Cloud Storage with nearline storage in year one and Coldline storage thereaf-ter. Use Object lifecycle management to move between storage types and delete them after 10 years.

B.

Use Cloud Storage with standard storage in year one and Coldline storage there-after. Set a Cloud Scheduler trigger for 1 year to change storage types and 10 years to delete the data.

C.

Use Cloud Storage with standard storage in year one and archival storage thereaf-ter. Use Object lifecycle management to move between storage types and delete them after 10 years.

D.

Use Cloud Storage with standard storage in year one and Coldline storage there-after. Set a Cloud Tasks to trigger for 1 year to change storage types and 10 years to delete the data.

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Question # 87

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?

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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Question # 88

A financial services company is running an experimental application workload that has a very large number of mathematical calculations involving floating-point numbers. The current application that is running on compute engine is not providing enough speed and throughput. What are the options to increase the processing performance?

A.

Use a serverless option like Cloud Functions that will automatically scale as much as required.

B.

Instead of using a "general purpose" machine family, use "compute-optimized" machine family.

C.

Since processing could also be dependent on reading and writing data to the disk, use a fast Local SSD.

D.

Attach GPUs to the virtual machine for number crunching.

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Question # 89

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

A.

Performance

B.

App Distribution

C.

Crashlytics

D.

Test Lab

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Question # 90

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

A.

Compliance Reports Manager

B.

Support Hub

C.

Compliance Offerings

D.

GDPR Home Page

E.

TechCentral

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Question # 91

What is a key difference between VMs and containers?

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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Question # 92

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

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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Question # 93

An organization has recently completed a migration from on-premises to Google Cloud. How has cost management been affected?

A.

Costs will primarily shift from CapEx to OpEx.

B.

Costs will primarily shift from OpEx to CapEx.

C.

Cost management will stay the same, but the total cost of ownership (TCO) will be lower.

D.

Cost management will stay the same, but the total cost of ownership (TCO) will be higher

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Question # 94

An organization is planning to deploy a new workload to Google Cloud. They need an accurate estimate of the likely costs of running the workload. How should the organization create this estimate?

A.

Use the Google Cloud Pricing Calculator.

B.

Deploy workload to test environment to observe costs.

C.

Use historic costs of an existing similar workload.

D.

Refer to pricing information and manually calculate an estimate.

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Question # 95

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 # 96

An organization must identify and fix security vulnerabilities in its cloud infrastructure and applications Which Google Cloud service should they use?

A.

VPC networks

B.

Security Command Center

C.

Google Cloud Armor

D.

Cloud Storage

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Question # 97

An organization wants to ensure that they grant users only the permissions they require to perform their job responsibilities. Which security principle describes this approach?

A.

Security by default

B.

Least privilege

C.

Zero-trust

D.

Cyber resilience

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Question # 98

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 Most Voted

C.

Analyze application development speed

D.

Market and sell APIs

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Question # 99

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 # 100

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 # 101

An organization wants to migrate a workload to the cloud without changing the application code or architecture Which migration path describes this approach?

A.

Replatformed

B.

Rehosted

C.

Reimagined

D.

Refactored

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Question # 102

A retail organization has moved all of their inventory data to a relational database in the cloud.

What functionality does a relational database offer?

A.

It analyzes unstructured data which can then be accessed in multiple regions

B.

It stores transactional data which can then be accessed electronically

C.

It stores large amounts of raw data in its original format

D.

It rapidly analyzes large and multi-dimensional datasets

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Question # 103

An organization wants to build an entirely new infrastructure and applications in the cloud.

Which application modernization approach should the organization use?

A.

Move the application to the cloud, and then change it.

B.

Change their application, and then move it to the cloud.

C.

Invent in greenfield.

D.

Invent in brownfield.

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Question # 104

An organization wants to control what types of network traffic are allowed to enter and leave its network and access its applications. Which security measure should the organization use?

A.

Encryption keys

B.

2-Step Verification

C.

Firewall rules

D.

Privileged access

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Question # 105

An online retail organization wants to optimize their service.

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

A.

Customer survey comments

B.

Seller location coordinates

C.

Product sales trends

D.

Warehouse inventory records

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Question # 106

What is an example of structured data that a healthcare facility stores in their system?

A.

X-ray images

B.

Surgery video recordings

C.

Blood pressure history

D.

Physician-written notes

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Question # 107

Which policy helps Google Cloud keep customer data private?

A.

Google tests the service availability of customer applications.

B.

Google does not use customer data for advertising purposes.

C.

Google migrates customer data to an offline server when a threat is detected.

D.

Google does not allow customers to change encryption keys.

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Question # 108

An organization wants to create a new application in the cloud to replace an existing on-premises application.

Which application modernization approach should the organization use?

A.

Move the application to the cloud, and then change it.

B.

Change their application, and then move it to the cloud.

C.

Invent in greenfield.

D.

Invent in brownfield.

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Question # 109

An organization wants to search hundreds of scanned documents for key information like dates, names, and other specific words.

Why should the organization use application programming interfaces (APIs)?

A.

To replace the scanned documents with an online survey

B.

To ingest data in real time and encrypt unmatched words

C.

To create digital versions of the documents and locate key information

D.

To transform the documents into unstructured data.

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Question # 110

How does the legal concept of data sovereignty affect data*?

A.

An individual has the right to control their personal data

B.

Data must always be encrypted in transit and at rest.

C.

Data is subject to the laws and regulations of the country where it resides.

D.

A country has the right to access the data generated within its borders

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Question # 111

How is service availability measured in the context of cloud technology?

A.

Number of available regions

B.

Percentage of uptime

C.

Speed of response time

D.

Number of downtime incidents

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Question # 112

A large retail organization uses traditional technology for their ecommerce website During peaks m traffic resources are often underutilized or overprovisioned They have decided to migrate to cloud technology

What aspect of cloud technology will benefit their ecommerce business?

A.

Agile infrastructure means that they only pay tor what they need, when they need it

B.

Shared responsibility means that the cloud provider brings increased visibility during peaks in traffic

C.

Operational expenditure means that their total cost of ownership is more predictable

D.

Unlimited storage means that their website will never experience downtime

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Question # 113

An organization wants to transfer some of its data from Google Cloud Which of these statements is true?

A.

A technical support ticket must be raised with the correct department

B.

Customers have full control of their data and may transfer it at any time

C.

Outgoing data transfer must be enabled in the Google Cloud console.

D.

Customer data may not be transferred out of Google Cloud

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Question # 114

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 # 115

What is a defining feature of a non-relational database?

A.

Repotting across multiple data sources

B.

Queries that join multiple tables

C.

A strictly enforced schema

D.

A flexible data model

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Question # 116

What is a benefit of the OpEx model for cloud security?

A.

Organizations can deploy custom security hardware.

B.

Organizations do not need to make upfront capital investments in cloud security.

C.

Organizations do not need to configure any security settings for cloud resources.

D.

The cloud provider guarantees security.

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Question # 117

An organization wants a purpose-built Al solution to increase efficiency and provide personalized interactions for their customer care team Which Google Cloud Al solution should they use?

A.

Contact Center Al

B.

Cloud Talent Solution

C.

Document Al

D.

Text-to-SpeechAPI

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Question # 118

An organization wants to refactor their application by using a microservices architecture when migrating to the cloud. Which benefit would this action provide?

A.

The refactored application is more efficient and scalable.

B.

No code changes will be required.

C.

This migration pattern provides the fastest path to the cloud.

D.

The application will become PCI-DSS compliant by default.

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Question # 119

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

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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Question # 120

An organization delivers a proactive healthcare service. They want to efficiently and automatically collect patient data.

What should the organization encourage the patients to do?

A.

Use at-home health screening devices and then upload their health data daily

B.

Wear Internet of Things (IoT) devices that upload their health data in real time

C.

Self-assess their health data and then document and upload it in real time

D.

Visit a nurse who will use Internet of Things (IoT) devices to collect and upload their health data

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Question # 121

A vacation home rental organization wants to predict the popularity of properties in their upcoming busy season. They do not have a data science team, and want to use their in-house database administration skills to create a machine learning model. What should the organization do?

A.

Use custom training in Vertex Al with TensorFlow.

B.

Use BigQuery ML and create models using SQL.

C.

Build a model in AutoML using labeled data.

D.

Integrate pre-trained APIs into their application.

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Question # 122

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 # 123

An organization has migrated all workloads to the cloud and is reviewing their cloud security posture. Who is now responsible for securing the physical infrastructure of the data centers?

A.

Third-party security service providers

B.

The organization

C.

The organization and the cloud service provider

D.

The cloud service provider

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