Salesforce CCD-102 Exam Prep Course (Premium File)
AI-Powered B2C Commerce Developer with SFRA Exam - Pass on Your First Try

Last updated on May 30, 2026

 CCD-102 Practice Exam
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CCD-102 Package
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Last Updated: 30-May-2026
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All B2C Commerce Developer with SFRA certification learning material, study guide, training courses are created by a team of Salesforce training experts. The Study Guide and .EXM training software files contain relevant B2C Commerce Developer with SFRA content, labs, practice questions and explanation. This CCD-102 exam guide and training courses is based on the latest exam outlines available!

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The CCD-102 Exam Prep Features:

  • Contains the most relevant and up to date CCD-102 study material covering all exam topics on the latest CCD-102 certification.
  • A 90+% historical success rate, giving you confidence in your CCD-102 exam preparation.
  • Includes a FREE CCD-102 Mock exam software for added practice.
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Take the first step towards passing your CCD-102 exam with ease by investing in our comprehensive certification exam material.

How to Prepare and Pass the Salesforce CCD-102 Exam

Are you looking to enhance your career in the Salesforce ecosystem? One of the best ways to demonstrate your knowledge and skills is by obtaining Salesforce certifications. The Salesforce Certified Data Architect - CCD-102 exam is specifically designed for professionals seeking to validate their expertise in data architecture and management within the Salesforce platform. In this article, we will guide you through the process of preparing and passing the CCD-102 exam successfully.

About the CCD-102 Exam

The CCD-102 exam focuses on evaluating a candidate's proficiency in designing and implementing scalable data architectures, optimizing data storage and retrieval, and ensuring data quality and integrity on the Salesforce platform. It covers a range of topics that are crucial for data architects, including data modeling, data integration, data migration, and data governance.

Exam Details:

  • Exam Name: Salesforce Certified Data Architect - CCD-102
  • Exam Format: Multiple-choice
  • Number of Questions: Approximately 60
  • Passing Score: 65%
  • Exam Duration: 105 minutes
  • Registration Fee: $200 (prices may vary)
  • Prerequisites: None, but it is recommended to have prior experience with Salesforce data management and architecture.

Preparing for the CCD-102 Exam

Proper preparation is key to passing the CCD-102 exam. Here are some actionable tips to help you succeed:

1. Understand the Exam Objectives:

Visit the official Salesforce website and familiarize yourself with the exam objectives for CCD-102. This will give you a clear understanding of what topics and skills you need to focus on during your preparation.

2. Review the Official Study Materials:

Salesforce provides official study materials to help you prepare for their exams. Make sure to review the Salesforce Data Architecture and Management Designer Certification Exam Guide, which outlines the key concepts and knowledge areas that will be tested in the CCD-102 exam.

3. Take Advantage of Trailhead:

Trailhead is Salesforce's online learning platform that offers a wealth of educational content, including modules, trails, and projects. Look for relevant trails and modules related to data architecture and management. Completing these interactive exercises will help reinforce your understanding of the concepts and practical application of Salesforce's data architecture best practices.

4. Hands-on Experience:

While theoretical knowledge is essential, practical experience is equally important. Try to gain hands-on experience by working on real-world projects involving Salesforce data architecture. This will not only solidify your understanding but also provide you with valuable insights and practical problem-solving skills.

5. Join Study Groups or Forums:

Engage with the Salesforce community by joining study groups or online forums dedicated to Salesforce certifications. Participating in discussions and sharing knowledge with fellow aspirants can enhance your learning experience and provide you with additional perspectives on data architecture and management.

Exam Day Tips

When the exam day arrives, it's normal to feel a bit nervous. Here are some tips to help you stay focused and perform your best:

1. Get a Good Night's Sleep:

Adequate rest is crucial for mental clarity and concentration. Make sure you get a good night's sleep before the exam to ensure you are well-rested and alert.

2. Arrive Early:

Plan your journey to the exam center and aim to arrive early. This will give you time to settle in, relax, and mentally prepare yourself for the exam.

3. Read the Questions Carefully:

Take your time to read each question carefully and understand the requirements before selecting an answer. Pay attention to keywords or phrases that can help you identify the correct response.

4. Manage Your Time:

Be mindful of the exam duration and allocate your time wisely. If you encounter a difficult question, mark it for review and move on to the next one. Once you've answered all the other questions, you can revisit the marked ones with a fresh perspective.

5. Stay Calm and Confident:

Stay calm throughout the exam and maintain confidence in your abilities. Trust in the knowledge and preparation you have acquired, and don't let anxiety hinder your performance.

By following these tips and putting in dedicated effort and time for your preparation, you can increase your chances of passing the Salesforce CCD-102 exam and obtaining the valuable Salesforce Certified Data Architect certification.

Best of luck with your exam!

Salesforce

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VirtuLearn AI

Question 17:

  • Correct answer: A

  • Why: To generate captions of images, you need a ComputerVision resource, not CustomVision.Prediction. The task specifies a free Azure resource, so use the free tier F0 and set the location to westus. The other options either use the wrong service (Custom Vision) or use a paid tier (S0). The function call should be:
create_resource("res1", "ComputerVision", "F0", "westus")

Singapore, Singapore

VirtuLearn AI

Question 46:

  • The correct completion is: collection of information concepts and their relationships to one another.

  • In TOGAF/Enterprise Architecture, an information map is a visual representation of the information landscape. It shows what information assets exist, where they reside, and how they relate and flow between systems. It helps identify key data concepts, their locations, and the dependencies between them.

Hersonissos, Greece

VirtuLearn AI

Question 1810:

  • Correct answer: C — User acceptance testing (UAT)

  • Why: In year two, business processes are updated to implement new functionality. UAT verifies that the new functionality meets business requirements, is usable by end users, and supports necessary controls and reporting. It provides the final confirmation before go-live.

  • Why the others are weaker:
- Data migration: important, but primarily a year-one activity focused on moving data, not validating the new functionality. - Sociability testing: (not a standard term here) generally would cover technical or integration aspects rather than end-user acceptance of new processes. - Initial user access provisioning: security setup; important but not the primary focus for validating updated business processes.
  • Practical tip: base UAT on real business scenarios, ensure the UAT environment mirrors production, require business owner sign-off, and maintain traceability between requirements and test cases.

Riyadh, Saudi Arabia

VirtuLearn AI

Question 1807:

  • Correct answer: D — Previous system interface testing records

  • Why: since the two business-critical systems haven’t been tested since implementation, the most relevant evidence for planning an audit is what was previously tested on the interfaces between those systems. These records show the actual interface test scope, data mappings, validation rules, error handling, and reconciliation checks, and help identify gaps to address during the audit.

  • Why others are weaker:
- Quality assurance (QA) testing: broad quality checks, not specifically focused on the data-transfer interfaces. - System change logs: show changes but not whether interfaces were tested or validated. - IT testing policies and procedures: provide governance guidance, not concrete evidence of past interface testing.
  • Practical tip: use the records to define test objectives, identify missing interface controls, and plan targeted re-testing or validation of data integrity across the interfaces.

Riyadh, Saudi Arabia

VirtuLearn AI

Question 1813:
Correct answer: C

  • SAST (Static Analysis Security Testing) identifies security vulnerabilities in source code in the development environment by analyzing the code without executing it. It’s typically integrated into the SDLC (e.g., during coding or CI/CD) to catch issues early.

Why the others are less appropriate for this scenario:
  • DAST (Dynamic Analysis Security Testing) tests a running application from an external perspective to find runtime vulnerabilities, not the source code.
  • IAST (Interactive Application Security Testing) instruments the running app to detect issues during execution, blending dynamic and some static insights.
  • RASP (Runtime Application Self-Protection) provides protections at runtime inside the application; not a source-code analysis method.

Riyadh, Saudi Arabia

VirtuLearn AI

Question 1811:
Correct answer: D
Reason:

  • If encryption keys are not centrally managed, the DLP tool cannot reliably decrypt and inspect data across the environment. This creates blind spots, weak access control, and auditing issues, undermining the effectiveness of pre-implementation DLP deployment.

Why the others are less critical in this context:
  • Monitor mode vs block mode affects enforcement; monitor-only reduces effectiveness but is not as fundamental a risk as broken key management.
  • Crawlers to discover sensitive data help inventory and classify data; not a primary risk to DLP functionality.
  • Deep packet inspection in transit raises privacy/compliance and performance concerns, but is a known DLP trade-off and manageable with policy controls; key management remains the strongest blocker to effective DLP.

Riyadh, Saudi Arabia

VirtuLearn AI

Question 121:

  • Correct answer: B — a virtual network for FinServer and another virtual network for all the other servers.

  • Why:
- In Azure, network segmentation is done with VNets. Putting FinServer in a separate VNet gives it its own IP space and network boundaries, isolating it from the other servers. - A resource group is for organizing resources and RBAC, not for network isolation. - A VPN with a gateway or multiple gateways is unnecessary for simple separation; it’s used for connectivity, not just segmentation. - One resource group with a lock does not affect network isolation.
  • Quick note:
- If you later need communication between the two VNets, you can use VNet peering (or a VPN gateway) to enable controlled connectivity while maintaining isolation.

Rudolfstetten, Switzerland

VirtuLearn AI

Question 86:

  • Correct answer: Vertical scaling

  • Why: Vertical scaling (scale up/down) means increasing or decreasing the size of a VM by adding memory or CPUs to the same VM. It updates the capacity of a single instance rather than adding more instances.

  • How it compares to other terms:
- Horizontal scaling (scale out/in): changes the number of VM instances, not the size of each one. - Elasticity: broad concept of adapting resources to demand (includes vertical and horizontal scaling). - Agility: general capability; not specific to VM capacity.
  • Takeaway: Use vertical scaling when you need more compute power in a single VM; use horizontal scaling to handle larger workloads by adding more VMs.

Rudolfstetten, Switzerland

VirtuLearn AI

Question 73:
I can’t see the image-based statements in Question 73, so I can’t tell which specific statements are true. But I can explain what this type of question is testing and how to decide Yes/No.
What Question 73 is testing

  • Your understanding of the cloud service models and the shared responsibility model: IaaS, PaaS, and SaaS.
  • For each statement you must decide if it describes the correct responsibility split between you (the customer) and the cloud provider.

Key responsibilities by service model
  • IaaS: You manage the guest OS, applications, and data. The provider manages virtualization, servers, storage, and networking.
  • PaaS: You manage the applications and data. The provider manages the OS, runtime, middleware, and underlying platform.
  • SaaS: You primarily manage user data and access; the provider handles the entire application, runtime, OS, and underlying infrastructure.

How to approach
  • If a statement says you’re responsible for patching the operating system, that’s true for IaaS but false for PaaS/SaaS.
  • If a statement says the provider handles the hardware and network, that’s true for all three, but more specific responsibilities depend on the model.

If you paste the exact statements from Q73, I’ll mark each as Yes/No and explain why.

Rudolfstetten, Switzerland

VirtuLearn AI

Question 25:

  • Correct answer: D: a new Cognitive Services resource that uses the S0 pricing tier.

  • Why: To enable OCR and text analytics in a Cognitive Search enrichment pipeline, you must attach a Cognitive Services resource to the skillset. For cost efficiency on a large document set, choose the base standard tier (S0) rather than higher tiers or a free tier, which may limit enrichments. The OCR capability comes from the Cognitive Services (Computer Vision/Read) and the S0 tier provides a balance of capability and cost.

Singapore, Singapore