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Free Google Cloud-Digital-Leader Actual Exam Questions

The questions for this exam were last updated on January 9, 2026

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Question No. 1
Your organization needs to ensure that the Google Cloud resources of each of your departments are
segregated from one another. Each department has several environments of its own: development,
testing, and production. Which strategy should your organization choose?
Select one option, then reveal solution.
Top comments
RF
Rizwan F.
2026-02-18

B. Projects are the real resource containers, and folders are just for grouping. Having folders by department and projects by environment keeps access control simple and resource boundaries clear.

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RF
Rizwan F.
2026-02-18

B seems right since folders are meant to group projects, not the other way around. This keeps environment projects isolated but still under the right department umbrella.

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Question No. 2
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?
Select one option, then reveal solution.
Top comments
FU
Farhan U.
2026-02-16

C Using AutoML could be a good fit since it handles the model building without deep data science skills, and it works well with labeled data that they likely have from past rentals.

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SC
Sami C.
2026-02-15

B/D? If they have SQL skills, BigQuery ML (B) is straightforward but only if data’s in BigQuery. Otherwise, using pre-trained APIs (D) might save hassle since no model building is needed.

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Question No. 3
You are consulting for a client who is migrating to Google Cloud. They presently have a matrix or-
ganization. Their IT environments were managed around projects. Each team had multiple projects.
All the projects had a flat structure under the company. What would you advise them when plan-ning
for the move?
Select one option, then reveal solution.
Top comments
OJ
Osama J.
2026-02-16

Option A, better to organize by teams for clearer permissions and management.

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OJ
Osama J.
2026-02-15

A. Setting up folders per team makes sense to organize projects better and control access. It’s a cleaner structure than keeping everything flat, especially as they scale.

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Question No. 4
Firebase Hosting provides the following services-
Select one option, then reveal solution.
Top comments
JA
Jason A.
2026-02-21

Option B, Firebase Hosting is mainly for static files, not actual dynamic content.

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AT
Adeel T.
2026-02-13

B, hosting handles static files, dynamic stuff is done via functions or backend.

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Question No. 5
What are the network requirements for Private Google Access?
Select one option, then reveal solution.
Top comments
OE
Omar E.
2026-02-19

Maybe B, since routing is essential to reach Google API IPs privately.

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OE
Omar E.
2026-02-15

B/D? I agree the routing part is crucial, so B has to be right. But D isn’t totally off either if you consider that routing alone might not be enough without proper firewall rules. The question says “network requirements,” and routes are clearly one, but maybe firewall rules count too? Since A is about enabling APIs automatically, which doesn’t happen here, C is out. I’d stick with B because of the routes for sure, but keep in mind that just having routes might not cover all network aspects fully.

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Question No. 6
Your company security team manages access control to production systems using an LDAP directory
group.
How is this access control managed in the Google Cloud production project?
Select one option, then reveal solution.
Top comments
MA
Mohammad A.
2026-02-18

Option A makes sense since service accounts can be assigned roles regardless of LDAP syncing.

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MN
Michael N.
2026-02-16

It’s C. Assuming the LDAP group is synced to a Google Group, assigning the IAM role directly to that Google Group in the project’s IAM policy is the cleanest way to manage access. Options A and B focus on service accounts, which isn’t what the question suggests for user access control. D doesn’t make much sense since folders aren’t named after LDAP groups and don’t handle access that way. The key is that syncing LDAP groups to Google Groups lets you manage access via IAM roles on the group itself, so C fits best here.

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Question No. 7
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 dat
a. You want to make sure you comply with these requirements. What should you do?
Select one option, then reveal solution.
Top comments
OV
Omar V.
2026-02-22

B, since it's the only one that actually logs read accesses comprehensively.

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AX
Ahmed X.
2026-02-19

This one feels like B for sure, since the question is about recording all read requests. The Data Access audit logs are meant exactly for that, capturing who accessed what data. Options A, C, and D don’t really handle tracking every read. So B looks like the only choice that fits the requirement for detailed access logs.

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Question No. 8
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?
Select one option, then reveal solution.
Top comments
AA
Ahmed A.
2026-02-22

Why not Cloud Logging (D)? It collects logs from containers, so if the issue shows up in runtime logs, searching there might help find the problem. Direct source search isn’t always possible.

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AI
Ahmed I.
2026-02-19

Makes sense that only Cloud Console (A) lets you directly search source code across containers.

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Question No. 9
Several departments in an organization are working together on a project. The organization wants to
customize access to resources for each department.
What is the quickest and most efficient way to achieve this?
Select one option, then reveal solution.
Top comments
RZ
Rizwan Z.
2026-02-17

Maybe B makes sense since assigning roles directly to employees could be faster if the IAM roles aren’t pre-defined yet. It avoids extra setup time compared to creating department-based roles.

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LH
Luke H.
2026-02-14

A makes more sense since managing by department roles is simpler and less error-prone.

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Question No. 10
An organization recently launched a virtual customer support agent, generating vast amounts of text
and speech data.
Why should they use a cloud data warehouse to interpret this data?
Select one option, then reveal solution.
Top comments
RZ
Rizwan Z.
2026-02-21

I agree that D sounds off since data warehouses don’t usually turn structured into unstructured data. But A also seems unlikely because while some warehouses support dashboards, “natively visualizing both text and speech data in real time” isn’t their core strength. The question emphasizes why a cloud warehouse suits this scenario, so it’s really about ingesting and analyzing huge amounts of mixed data. Wouldn’t that make B the best fit? C feels unrelated since data security between environments isn’t the main problem here. Anyone else think the real focus is on scale and variety rather than v

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RZ
Rizwan Z.
2026-02-19

B/D? Warehouses aren’t typically used to convert data types, so D feels off. The key is probably handling both data forms at scale, so B still clicks better from a capability angle.

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Question No. 11
Your organization needs to process large amounts of data from an online application that operates
continuously. You do not want to be required to provision infrastructure or create server clusters.
What should your organization choose?
Select one option, then reveal solution.
Top comments
AM
Adeel M.
2026-02-21

D makes the most sense here because Dataflow is fully managed and designed for continuous data processing without any need to set up or maintain infrastructure. The other options all involve managing clusters or VMs, which the question rules out. Even if the data was batch, Dataflow handles that too, so it’s the most flexible and hassle-free choice.

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MD
Michael D.
2026-02-15

It’s D for sure since Dataflow handles both streaming and batch without you worrying about infrastructure. The continuous aspect rules out anything needing cluster setup or VM management.

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Question No. 12
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?
Select one option, then reveal solution.
Top comments
BT
Brian T.
2026-02-22

It’s B since AI Hub was created for exactly sharing reusable AI components.

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BT
Brian T.
2026-02-22

D imo, Document AI is way too narrow, and Recommendations AI just handles personalized product suggestions. B fits best since AI Hub was designed exactly for sharing reusable AI components.

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Question No. 13
How does a least privilege resource access model contribute to cloud security?
Select one option, then reveal solution.
Top comments
FW
Farhan W.
2026-02-22

Probably D, since it reduces risk by limiting access to only what's needed.

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AY
Andre Y.
2026-02-21

B imo, because restricting on-premises software access with special permission also reflects limiting access, but it’s less relevant to cloud specifically compared to D’s focus on job-based cloud resource access.

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Question No. 14
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?
Select one option, then reveal solution.
Top comments
FW
Farhan W.
2026-02-21

B imo, only option with strong global consistency and seamless scaling.

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JF
Jason F.
2026-02-19

It’s B for sure, only one that does global strong consistency with auto-sharding.

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Question No. 15
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?
Select one option, then reveal solution.
Top comments
DH
Daniel H.
2026-02-16

B sounds right since compute-optimized VMs boost raw CPU power without code changes.

0
MG
Mohammad G.
2026-02-13

It’s B because compute-optimized machines boost CPU performance directly without needing app changes.

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