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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
A.
Pub/Sub
Answers
B.
Dataflow
B.
Dataflow
Answers
C.
Data Catalog
C.
Data Catalog
Answers
D.
Dataprep by Trifacta
D.
Dataprep by Trifacta
Answers
Suggested answer: B

Explanation:

Reference: https://cloud.google.com/dataflow/docs/guides/deploying-a-pipeline

Reference link- https://cloud.google.com/dataflow/docs/guides/deploying-a-pipeline

Your organization is building an application running in Google Cloud. Currently, software builds, tests, and regular deployments are done manually, but you want to reduce work for the team. Your organization wants to use Google Cloud managed solutions to automate your build, testing, and deployment process.

Which Google Cloud product or feature should your organization use?

A.
Cloud Scheduler
A.
Cloud Scheduler
Answers
B.
Cloud Code
B.
Cloud Code
Answers
C.
Cloud Build
C.
Cloud Build
Answers
D.
Cloud Deployment Manager
D.
Cloud Deployment Manager
Answers
Suggested answer: C

Explanation:

Deploy your application to App Engine using the gcloud app deploy command. This command automatically builds a container image by using the Cloud Build service and then deploys that image to the App Engine flexible environment.

Reference: https://cloud.google.com/appengine/docs/flexible/nodejs/testing-and-deploying-yourapp

Which Google Cloud product can report on and maintain compliance on your entire Google Cloud organization to cover multiple projects?

A.
Cloud Logging
A.
Cloud Logging
Answers
B.
Identity and Access Management
B.
Identity and Access Management
Answers
C.
Google Cloud Armor
C.
Google Cloud Armor
Answers
D.
Security Command Center
D.
Security Command Center
Answers
Suggested answer: D

Explanation:

Security Command Center is a centralized security and risk management platform for yourGoogle Cloud resources. It is a single tool that offers a variety of security features including:

1. Gain centralized visibility and control

2. Discover misconfigurations and vulnerabilities

3. Report on and maintain compliance

4. Detect threats targeting your Google Cloud assets

https://cloud.google.com/security-command-center

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
A.
Cloud Interconnect
Answers
B.
Direct Peering
B.
Direct Peering
Answers
C.
Cloud VPN
C.
Cloud VPN
Answers
D.
Cloud CDN
D.
Cloud CDN
Answers
Suggested answer: A

Explanation:

Private Google Access for on-premises hosts provides a way for on-premises systems to connect to Google APIs and services by routing traffic through a Cloud VPN tunnel.

Reference: https://cloud.google.com/vpc/docs/configure-private-google-access-hybrid

Your organization is developing a mobile app and wants to select a fully featured cloud-based compute platform for it.

Which Google Cloud product or feature should your organization use?

A.
Google Kubernetes Engine
A.
Google Kubernetes Engine
Answers
B.
Firebase
B.
Firebase
Answers
C.
Cloud Functions
C.
Cloud Functions
Answers
D.
App Engine
D.
App Engine
Answers
Suggested answer: B

Explanation:

Reference: https://cloud.google.com/appengine

Firebase is Google's mobile development platform that empowers you to quickly build and grow your app

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.
A.
The model is under fitted. Train with less data.
Answers
B.
The model is over fitted. Add more features to the model to fix it.
B.
The model is over fitted. Add more features to the model to fix it.
Answers
C.
The model is fine since the test results are good. Fix the production of incoming data.
C.
The model is fine since the test results are good. Fix the production of incoming data.
Answers
D.
The model is overfitted. Train with more data.
D.
The model is overfitted. Train with more data.
Answers
Suggested answer: D

Explanation:

If our ML model does well on the training set than on the production set, then we're likely over fitting. Training with more data would be one solution.

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

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

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

Explanation:

You can run a single instance of Google Cloud Directory Sync to synchronize user accounts and groups to Google Cloud.

Reference: https://cloud.google.com/architecture/identity/federating-gcp-with-active-directory-introduction

https://support.google.com/a/answer/106368?hl=en

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

What should your organization do?

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

Explanation:

https://cloud.google.com/network-connectivity/docs/direct-peering

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

How can you group these projects to meet this goal?

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

Explanation:

https://cloud.google.com/resource-manager/docs/creating-managing-folders

Your organization needs to restrict access to a Cloud Storage bucket. Only employees who are based in Canada should be allowed to view the contents.

What is the most effective and efficient way to satisfy this requirement?

A.
Deploy the Cloud Storage bucket to a Google Cloud region in Canada
A.
Deploy the Cloud Storage bucket to a Google Cloud region in Canada
Answers
B.
Configure Google Cloud Armor to allow access to the bucket only from IP addresses based in Canada
B.
Configure Google Cloud Armor to allow access to the bucket only from IP addresses based in Canada
Answers
C.
Give each employee who is based in Canada access to the bucket
C.
Give each employee who is based in Canada access to the bucket
Answers
D.
Create a group consisting of all Canada-based employees, and give the group access to the bucket
D.
Create a group consisting of all Canada-based employees, and give the group access to the bucket
Answers
Suggested answer: D

Explanation:

Reference: https://cloud.google.com/storage/docs/access-control

Because you can use your own private VPN to access the Canada-only bucket from anywhere in the world.

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