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Google Cloud Digital Leader Practice Worksheets & Answer Key

Print an 8-question Google Cloud Digital Leader worksheet with a separate answer and explanation section. The selected text questions work without a screen or an account.

Study selected Google Cloud business and technology decisions. Selected foundations; check coverage for the full scope.

Version 2026-11-03-readiness-r06 · Original foundation materials · No sign-up

Inside the printable worksheet

8 original questionsSeparate explanationsBrowser print · Version 2026-11-03-readiness-r06

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Printable sample questions

QUESTION 1 · Business outcomes and cloud arrangements

A parcel company wants dispatchers to test new route-planning features every week. It currently buys servers for each experiment, although most trials are abandoned. The board asks which proposed measure best connects a cloud initiative to this business objective. Assume data controls and service suitability will be evaluated separately.

  1. Measure how quickly a team can provision an experiment, evaluate it with dispatchers, and retire unused resources.
  2. Measure average processor utilization across the server fleet before and after moving the experiments.
  3. Measure the reduction in quarterly infrastructure invoices without recording how long experiments take.
  4. Measure how many dispatch teams complete the provider's platform-training course during the first month.
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Answer: Measure how quickly a team can provision an experiment, evaluate it with dispatchers, and retire unused resources.

  1. The stated objective is a faster learning cycle, not maximum infrastructure consumption. A measure covering provisioning, user evaluation and retirement tests whether teams can experiment and stop paying for unnecessary capacity. Cloud services can support this agility, but a deployment label alone does not demonstrate business value. Cost, access and reliability still need their own evidence; this measure makes no automatic claim about them.
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QUESTION 2 · Choosing storage and databases

A media studio is creating a repository for original video files and production images. Applications will upload and retrieve whole files by object name. Editors do not need SQL joins, row updates, or transactional relationships in this repository; a separate catalog already stores metadata. Which Google Cloud service most directly matches this storage requirement?

  1. Cloud SQL for the media content and its object-name lookup.
  2. Cloud Storage for media objects organized in buckets.
  3. Spanner for the media files and cross-file transactions.
  4. BigQuery for media retrieval through analytical SQL queries.
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Answer: Cloud Storage for media objects organized in buckets.

  1. The repository's unit of access is an entire video or image rather than a relational row or analytical aggregate. Cloud Storage organizes objects in buckets and supports upload and retrieval of unstructured content, which matches those explicit access requirements.
  2. A separate catalog already handles metadata, so there is no stated need to make the media repository a relational application database. This is a choice about access model and workload, not a claim that database products can never hold file-related information or participate in a larger media architecture.
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QUESTION 3 · AI problem framing and data quality

A support director wants AI-generated case summaries to reduce the time supervisors spend preparing handovers. Before selecting a model, the team must decide what successful output means. A summary that omits an unresolved safety complaint is unacceptable even if it reads fluently. Which evaluation plan most directly connects the AI task to this business objective?

  1. Rank summaries by word count reduction and use average brevity as the acceptance measure.
  2. Test preservation of required case facts and measure supervisor review effort on representative handovers.
  3. Rank models by a public general-language benchmark and adopt the highest-scoring candidate.
  4. Measure tokens generated per second and select the model with the highest output throughput.
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Answer: Test preservation of required case facts and measure supervisor review effort on representative handovers.

  1. Frame success around what the summaries must preserve and what work they should reduce. The omitted complaint is a specific failure, so the evaluation needs task-specific criteria checking required facts alongside a measure of the supervisor's actual review effort.
  2. Brevity, general benchmarks, and throughput can inform secondary tradeoffs, but none directly establishes a safe, useful handover. The Gen AI evaluation service supports tailored criteria and custom evaluation logic; the team must define and test those criteria rather than treating a general model score as evidence for this workflow.
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QUESTION 4 · Compute choices and migration decisions

A fictional surveying firm must move a licensed desktop-processing server out of a closing office within one month. Its vendor supports the existing Windows application only when administrators can install operating-system components and maintain the machine configuration. Rewriting or containerizing the application is outside this migration's scope. Which initial Google Cloud approach best meets these constraints?

  1. Move the application into a Cloud Run service and adapt its execution model.
  2. Run the supported Windows environment on Compute Engine virtual machines.
  3. Package the application as Pods and deploy a managed GKE cluster.
  4. Replace the application with a subscribed SaaS workflow during the move.
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Answer: Run the supported Windows environment on Compute Engine virtual machines.

  1. Start with the stated compatibility and timing constraints. This move must preserve a vendor-supported Windows environment with administrator control over operating-system components; application redesign is excluded. Compute Engine supplies self-managed VMs, including Windows environments, so it fits that initial migration. Managed containers or a SaaS replacement could be evaluated later, but require application or workflow changes outside this scope. The firm still needs to manage its guest configuration and application security.
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QUESTION 5 · Identity, shared responsibility and encryption

A fictional publisher has an automated reporting workload that must read a particular dataset. A suitable read-only role can be granted on that dataset. The job does not need to modify data or administer other projects, and it should have its own workload identity. Which access proposal best follows the stated requirements?

  1. Grant the workload's service account the suitable read-only role on the dataset.
  2. Grant the workload's service account a broad project Editor role for convenience.
  3. Run the job using a human administrator's identity and existing project permissions.
  4. Grant the workload's service account read access at the organization level instead.
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Answer: Grant the workload's service account the suitable read-only role on the dataset.

  1. Identify the principal, the allowed action and the resource scope independently. A service account represents the workload, the read-only role supplies the needed permissions, and the dataset is the narrow resource on which that role can be granted. Broader project or organization grants add access not requested by the job. A human administrator identity also fails the explicit workload-identity requirement. Effective access should still be checked for inherited grants before accepting the configuration.
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QUESTION 6 · Cost governance and consumption controls

A fictional animation studio creates an alerts-only Cloud Billing budget for a rendering project, with email thresholds at several spending levels. No programmatic response or spend-cap budget has been configured. After the final threshold email arrives, rendering continues and charges increase. Which explanation best matches this configuration and avoids overstating what other budget types can do?

  1. The email threshold stops billing only after an administrator opens the notification message.
  2. The alerts-only threshold acts as a resource quota, so continued work proves the quota is broken.
  3. All budget types are purely informational, so a supported spend-cap option cannot be considered.
  4. An alerts-only budget notifies; automatic restriction requires a separately configured supported control.
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Answer: An alerts-only budget notifies; automatic restriction requires a separately configured supported control.

  1. The scenario names an alerts-only budget and explicitly excludes automation and a spend-cap configuration. Its thresholds inform recipients about spending; they do not themselves stop usage or charges. Continued rendering is therefore consistent with this setup. The team can investigate separate cost-control responses and current spend-cap budgets for supported services and projects, rather than generalizing that budgets can never cap spend. Any selected restriction needs its own configuration and evaluation of operational consequences.
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QUESTION 7 · Service models, regions and networks

A software supplier must move a supported legacy application to Google Cloud. Its license requires installation of a particular operating system image and a vendor kernel driver. The operations team can maintain the guest operating system, but wants the provider to operate the physical servers. Which service approach best preserves these requirements?

  1. Subscribe to a finished SaaS application with a similar business function.
  2. Use a PaaS runtime and modify the application to use its supported interfaces.
  3. Run the application on IaaS virtual machines with guest operating system control.
  4. Retain the application on company-owned servers in its existing data center.
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Answer: Run the application on IaaS virtual machines with guest operating system control.

  1. The decisive constraints are the existing licensed application, a particular operating system image, and a kernel driver. These require control below an application runtime. IaaS supplies virtualized infrastructure while allowing the customer to maintain the guest software stack.
  2. Virtual machines therefore fit the stated division of responsibility: the provider operates physical infrastructure, and the customer administers the guest. A managed application runtime would require checking or changing the software requirements, while retaining local servers would leave physical operations with the company.
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QUESTION 8 · Governed analytics and streaming pipelines

A delivery company currently loads vehicle events into its reporting system once each night. Dispatchers need to notice route disruptions while deliveries are underway. The team proposes continuous event ingestion, managed transformation, analytical storage, and dashboards. Which assignment of Google Cloud services best matches these four roles in that order?

  1. Dataflow for ingestion, Looker for transformation, Pub/Sub for analytical storage, and BigQuery for dashboards.
  2. BigQuery for ingestion, Pub/Sub for transformation, Looker for analytical storage, and Dataflow for dashboards.
  3. Pub/Sub for ingestion, Dataflow for transformation, BigQuery for analytical storage, and Looker for dashboards.
  4. Looker for ingestion, BigQuery for transformation, Dataflow for analytical storage, and Pub/Sub for dashboards.
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Answer: Pub/Sub for ingestion, Dataflow for transformation, BigQuery for analytical storage, and Looker for dashboards.

  1. The business change is from delayed reporting to a continuously updated analytical pipeline. In the documented service pattern, Pub/Sub receives external messages, Dataflow reads and transforms them, BigQuery provides the analytical store, and Looker presents business intelligence from that data.
  2. These roles form a pipeline rather than interchangeable names for one database. The arrangement can support timely decisions, but actual end-to-end freshness still depends on configuration and operating behavior. Selecting the appropriate services does not establish a measured latency target or prove that a disruption will be detected.
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Coverage, sources & review status

What this collection covers

A selected foundation path based on the August 12, 2026 exam guide, with original business decisions and explicit coverage gaps..

This fixed sample includes one question per selected skill before additional families. Questions requiring a separate diagram are excluded from this text worksheet. It is an untimed study resource with working space, rather than an official mock examination.

Author-reviewed learning materials. Independent educator review is pending; question difficulty has not been calibrated with learner results. Check coverage and gaps before planning your preparation.

Sources and preparation route

These prompts and explanations are the site's original learning materials. The reference links below support the selected skills; they are not endorsements or official examination questions.