Google Cloud Digital Leader Practice Exam

What the Google Cloud Digital Leader exam covers

• Digital transformation with Google Cloud114 questions
• Exploring data transformation with Google Cloud115 questions
• Innovating with Google Cloud artificial intelligence126 questions
• Modernizing infrastructure and applications with Google Cloud155 questions
• Trust and security with Google Cloud147 questions
• Scaling with Google Cloud operations119 questions

Free Google Cloud Digital Leader practice test questions

A sample of 10 questions with answers and explanations. Sign up free to practice all 776.

1. Question 1Digital transformation with Google Cloud

   Moving to the cloud typically shifts IT spending from which model to which?

   • AFrom capital expenditure (CapEx) to operational expenditure (OpEx)Correct
   • BFrom subscription licensing to per-seat billing
   • CFrom variable usage costs to fixed annual budgets
   • DFrom operational expenditure (OpEx) to capital expenditure (CapEx)
   ✓ Correct answer: A

   Cloud adoption replaces large upfront hardware and data-center purchases (capital expenditure) with metered charges for the resources you actually consume (operational expenditure). On Google Cloud you rent compute, storage, and networking on demand instead of buying and depreciating physical assets, so spending moves off the CapEx balance sheet to an ongoing OpEx line. This lets organizations avoid over-provisioning and match cost to real usage.

   Why the other options are wrong

   • BSubscription-to-per-seat is a billing detail, not the CapEx-to-OpEx shift the cloud drives.
   • CThe cloud moves spending toward variable, usage-based costs, not fixed annual budgets.
   • DThis reverses the direction; the cloud shifts from CapEx to OpEx, not the other way around.
2. Question 2Modernizing infrastructure and applications with Google Cloud

   Which is a fully managed platform-as-a-service for deploying web apps without managing servers?

   • ACloud VPN
   • BCompute Engine
   • CApp EngineCorrect
   • DCloud Storage
   ✓ Correct answer: C

   App Engine is Google Cloud's original platform-as-a-service: you deploy application code and Google fully manages the underlying servers, scaling, and patching for you. Cloud VPN connects networks, Compute Engine is infrastructure-as-a-service where you still manage the VM, and Cloud Storage only holds objects - so App Engine is the true no-server-management PaaS here.

   Why the other options are wrong

   • ACloud VPN is incorrect because it does not describe a benefit of managed services
   • BCompute Engine is incorrect because it does not describe a benefit of managed services
   • DCloud Storage is incorrect because it does not describe a benefit of managed services
3. Question 3Scaling with Google Cloud operationsSelect all that apply

   Which TWO commands relate to authenticating and configuring the gcloud CLI? (Choose TWO)

   • Agcloud auth set-default user@example.com
   • Bgcloud auth loginCorrect
   • Cgcloud config set account user@example.comCorrect
   • Dgcloud signin user@example.com
   ✓ Correct answer: B, C

   gcloud auth login opens the browser-based flow to authenticate the CLI with your Google account, and gcloud config set account chooses which authenticated account the active configuration uses for subsequent commands. Together these cover authenticating and configuring the CLI identity. There is no 'gcloud auth set-default' or 'gcloud signin' command.

   Why the other options are wrong

   • AThere is no 'gcloud auth set-default' command; you designate the active account with 'gcloud config set account', not an auth subcommand.
   • D'gcloud signin' is not a valid command; interactive browser authentication is done with 'gcloud auth login'.
4. Question 4Digital transformation with Google Cloud

   Leadership asks how moving to Google Cloud can improve cost efficiency compared to maintaining over-provisioned on-premises hardware. Which explanation is most accurate?

   • APay-as-you-go and elastic scaling let you match spend to actual demand instead of paying for peak capacity year-roundCorrect
   • BGoogle Cloud applies a flat monthly platform fee that stays the same regardless of how much compute or storage you actually use
   • CGoogle Cloud requires committing to three years of reserved hardware capacity up front, similar to an on-premises purchase
   • DGoogle Cloud automatically converts all resources to committed-use pricing, delivering the lowest cost on every workload
   ✓ Correct answer: A

   On-premises hardware must be purchased and maintained at peak capacity even when actual utilization is low, creating waste for most of the year. Google Cloud's pay-as-you-go model means you are billed only for what you actually consume, and elastic scaling automatically adjusts resources up during peaks and down during quiet periods. This converts large fixed capital expenditures into variable operational costs that track real business demand.

   Why the other options are wrong

   • BGoogle Cloud bills by actual usage (per-second compute, per-GB storage), not a fixed flat platform fee; spend rises and falls with consumption.
   • CCommitted-use discounts are optional; you can run entirely on-demand without any multi-year upfront capacity commitment.
   • DCost optimization is not automatic; customers must choose machine types, apply discounts/rightsizing, and monitor spend to control costs.
5. Question 5Digital transformation with Google Cloud

   Leadership wants a complete financial comparison of running a workload on-premises versus on Google Cloud over five years, including hardware refresh, power, cooling, facilities, and staff time. Which analysis provides this view?

   • AA single-month invoice comparison only
   • BA Total Cost of Ownership (TCO) analysisCorrect
   • CA measure of network latency between regions
   • DA review of the shared responsibility model
   ✓ Correct answer: B

   A TCO analysis captures all direct and indirect costs of owning and operating a system over its full lifetime - for on-premises this includes hardware purchase and refresh, software licenses, power and cooling, physical space, network equipment, and the staff time required for operations and maintenance. Comparing this five-year total against the equivalent cloud spend (compute, storage, networking, and support) gives leadership a complete, apples-to-apples financial picture for the migration decision.

   Why the other options are wrong

   • AA single-month invoice comparison ignores one-time capital costs, hardware refresh cycles, staffing, and facilities - it gives an incomplete and potentially misleading view of the true multi-year cost difference.
   • CA measure of network latency between regions is a performance metric, not a financial analysis - it has no relevance to comparing the full multi-year costs of on-premises versus cloud.
   • DA review of the shared responsibility model describes how security duties are divided between Google and the customer - it is a governance and security framework, not a financial cost comparison tool.
6. Question 6Exploring data transformation with Google Cloud

   A small marketing team wants a free, easy, self-service tool to build interactive dashboards and reports from spreadsheets, BigQuery, and other sources without a heavy enterprise platform. Which option fits best?

   • ABigtable
   • BCloud Spanner
   • CLooker StudioCorrect
   • DSecret Manager
   ✓ Correct answer: C

   Looker Studio (formerly Data Studio) is a free, browser-based tool from Google that allows anyone to create interactive charts, dashboards, and reports by connecting to a wide range of data sources including Google Sheets, BigQuery, Google Analytics, and many third-party connectors. It requires no technical setup, no licenses, and no enterprise infrastructure, making it ideal for small marketing teams or individuals who need shareable visual reports quickly without the cost or complexity of an enterprise BI platform.

   Why the other options are wrong

   • ABigtable is a high-performance NoSQL database for IoT and time-series workloads - it has no dashboard or visualization capability and is not a self-service reporting tool.
   • BCloud Spanner is a globally distributed relational database for transactional workloads - it stores and transacts data but provides no dashboard or data visualization functionality.
   • DSecret Manager is a service for securely storing and accessing API keys, passwords, and certificates - it has no reporting, visualization, or analytics features.
7. Question 7Modernizing infrastructure and applications with Google Cloud

   A finance team is told their new customer-facing service uses 'serverless' compute. Which characteristic best describes what serverless means for them as a business?

   • AThere are literally no servers anywhere running the code
   • BThey must reserve a fixed number of VMs in advance every month
   • CThey do not provision or manage servers and typically pay only for actual usageCorrect
   • DThe application can never connect to a database
   ✓ Correct answer: C

   Serverless compute - exemplified by Cloud Run and Cloud Functions on Google Cloud - abstracts away all server and infrastructure management. The team does not provision, patch, or scale VMs; Google handles all of that automatically. Billing is typically usage-based, charging only for the CPU and memory consumed during actual request processing, so there is no cost when the service is idle. This dramatically reduces operational overhead and aligns cost with actual demand.

   Why the other options are wrong

   • AServers do exist in a serverless model - they run in Google's infrastructure. 'Serverless' means the customer does not manage those servers, not that servers are absent.
   • BReserving a fixed number of VMs in advance is the opposite of serverless; it describes traditional capacity planning or reserved instances, which require up-front commitments.
   • DServerless applications can and regularly do connect to databases and other backend services; the term refers to the compute model, not to network or integration restrictions.
8. Question 8Trust and security with Google Cloud

   A compliance lead wants to confirm how customer data stored in Cloud Storage and BigQuery is protected when it is sitting on disk. What is true about encryption at rest in Google Cloud by default?

   • AData is stored unencrypted unless the customer enables an option
   • BData is encrypted at rest by default with no action required by the customerCorrect
   • COnly data in BigQuery is encrypted at rest; Cloud Storage is not
   • DThe customer must purchase a separate add-on to encrypt data at rest
   ✓ Correct answer: B

   Google Cloud automatically encrypts all customer data stored at rest in services like Cloud Storage and BigQuery using AES-256 encryption, with no configuration required. Google manages the encryption keys through its default key management infrastructure. Customers who need additional control can optionally use Customer-Managed Encryption Keys (CMEK) or Customer-Supplied Encryption Keys (CSEK), but these are overlays on top of the default encryption that already protects all data.

   Why the other options are wrong

   • AData is stored unencrypted unless the customer enables an option is false - Google Cloud encrypts all data at rest by default without requiring any customer action or configuration.
   • COnly data in BigQuery is encrypted at rest, Cloud Storage is not, is false - both services, along with virtually all Google Cloud storage services, encrypt data at rest by default using the same underlying key management infrastructure.
   • DThe customer must purchase a separate add-on to encrypt data at rest is false - default encryption at rest is included at no extra cost for all Google Cloud storage services; CMEK is an optional enhancement, not a prerequisite.
9. Question 9Digital transformation with Google Cloud

   An accountant explains that buying physical servers up front is a capital expenditure (CapEx), while paying monthly for cloud usage is treated differently. How is ongoing cloud spending generally classified?

   • AAs an operating expenditure (OpEx) paid as the service is consumedCorrect
   • BAs a capital expenditure (CapEx) depreciated over many years
   • CAs a one-time fixed asset purchase recorded at signup
   • DAs a non-recoverable sunk cost with no business value
   ✓ Correct answer: A

   A core financial benefit of cloud is the shift from CapEx to OpEx. Instead of large up-front hardware purchases that must be capitalized and depreciated over years, the cloud lets you pay recurring fees only for the resources you actually use. This converts big, infrequent investments into smaller, predictable, usage-based operating costs that scale with the business.

   Why the other options are wrong

   • BCapEx with multi-year depreciation describes the traditional on-premises hardware purchase model, which cloud is intended to replace.
   • CA one-time fixed asset purchase is again the CapEx hardware model; cloud charges are recurring and consumption-based, not a single asset.
   • DCloud spending delivers usable services and business value, so it is a legitimate operating cost, not a sunk cost with no value.
10. Question 10Scaling with Google Cloud operations

    Finance is repeatedly surprised by a large end-of-month Google Cloud bill and wants to be warned before spending passes a set limit, without automatically hard-stopping any running workloads. What should they configure?

    • AA quota reduction on all Compute Engine APIs
    • BA committed use discount for steady workloads
    • CA Cloud Billing budget with threshold alertsCorrect
    • DA separate project for each team's resources
    ✓ Correct answer: C

    A Cloud Billing budget lets finance set an amount and receive alerts when actual or forecasted spend crosses defined percentages, giving early warning while workloads keep running. It is a notification and cost-visibility control, not an enforcement action that shuts services down.

    Why the other options are wrong

    • AReducing API quotas can throttle or block workloads, which violates the requirement not to hard-stop anything.
    • BA committed use discount lowers the rate for steady usage but provides no spending alert before a limit.
    • DSeparate projects improve cost attribution but do not warn anyone when spending approaches a limit.

Who this Google Cloud Digital Leader practice exam is for

This practice set is for anyone preparing for the Google Cloud Digital Leader exam - from first-time candidates building a foundation to experienced Google practitioners doing a final review before test day. If you learn best by working through realistic questions and reading why each answer is right or wrong, it is built for you.

How to use this Google Cloud Digital Leader practice exam

1. Start with the free sample questions above to gauge your current baseline.
2. Read the full explanation on every question, including why each wrong option is wrong.
3. Track your weak domains and focus your study where you are losing the most marks.
4. Once you are scoring consistently well, take a timed, full-length mock exam.
5. Use your readiness score to decide when you are ready to book the real Google Cloud Digital Leader exam.

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