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

Last updated on Jun 07, 2026

CCD-102 Practice Exam
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CCD-102 Package
Premium File (PDF): 207 Questions
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AI Teaching Assistant: Included
Duration & Delievery: Self Paced
Last Updated: 07-Jun-2026
Free Updates: 60 Days
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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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B2C Commerce Developer with SFRA Study package designed to help you confidently pass your exam.

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.
  • Free updates for 60 days, ensuring you have the latest CCD-102 study content.
  • Instant access to download the study material, no waiting required.
  • Unlimited download access from any device, making studying convenient and easy.
  • Secure and real-time processing of payments through a 256-bit SSL system.
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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 Anomaly Detector.

  • Why: Anomaly Detector is designed to identify unusual values in time-series data. Your scenario has 100 machines × 50 sensors, generating minute-by-minute data, totaling 5,000 time-series. Anomaly Detector can process each time-series (or batches of series) to flag deviations that may indicate potential failures, which is exactly what you need for predictive maintenance.

  • Why not the others:
- Cognitive Search is for indexing and querying content, not for detecting anomalies in time-series data. - Form Recognizer extracts data from forms, not time-series sensor data. - Custom Vision analyzes images, not numeric sensor streams.
  • Practical note: with 5,000 time series, you’d typically run anomaly detection per series (potentially in parallel) and aggregate results to identify which machines/sensors warrant attention.

Singapore, Singapore

VirtuLearn AI

Question 12:

  • Correct answers: A, B, F.

  • Why:
- A. The index size will increase. Enabling CMK encryption adds encryption metadata and key management data, which increases index size. - B. Query times will increase. Encryption/decryption overhead and key retrieval can slow queries. - F. Azure Key Vault is required. CMK means you store/manage keys in Key Vault; it’s a billable, required service for CMK.
  • Why the other options are incorrect:
- C (self-signed X.509 certificate required) is not a requirement for CMK. - D (index size will decrease) and E (query times will decrease) contradict the expected impact of CMK.

Singapore, Singapore

VirtuLearn AI

GIF also we are using ?

  • No, GIF is not supported for Form Recognizer input. The allowed formats are JPG, PNG, PDF (text or scanned), or TIFF.
  • If you have GIFs, convert them to one of the supported formats (e.g., convert to JPG/PNG or PDF) before training or uploading.
  • Also ensure each file is under 50 MB and, when possible, use text-embedded PDFs to reduce errors.

Singapore, Singapore

VirtuLearn AI

Question 11:

  • Correct answers: A, C, F.

  • Why:
- Form Recognizer accepts documents in these formats: JPG, PNG, PDF (text or scanned), or TIFF. (TIFF is sometimes used in archival/scanned docs.) - Text-embedded PDFs are preferred because they minimize character extraction and location errors. - Training data must be under 50 MB per file.
  • So A, C, and F are the three files that meet these input requirements; the other options (B, D, E) likely fail one of the criteria (wrong format or too large). If you want, describe the formats of A, C, and F to confirm they meet all three criteria.

Singapore, Singapore

VirtuLearn AI

Question 10:
The correct answer is B: A new query key was generated.
Explanation:

  • The REST call to:
POST .../regenerateKey?api-version=2017-04-18 with body {"keyName": "Key2"} regenerates the specified account key.
  • Since you specified Key2, only the secondary key is regenerated; the primary key (Key1) remains unchanged.
  • This operation updates the Cognitive Services account keys within Azure, not anything in Azure Key Vault.
  • “Query key” refers to the key used to authorize API requests to the service (subscription key), so regenerating Key2 yields a new value for that key.

Singapore, Singapore

VirtuLearn AI

Why pull first, its create is first is it
Yes. The sequence is correct because you need a base image first.

  • Step 1: Pull the base container image (Anomaly Detector) to have a starting point.
  • Step 2: Create a Dockerfile to capture the exact changes you want (reproducible build).
  • Step 3: Build and push the customized image to Azure Container Registry (ACR).
  • Step 4: Distribute a docker run script to deploy the container on devices.

Why not start with the Dockerfile? You need the base image to reference in the FROM line, and you can only push a built image to ACR, not an unbuilt modification.

Singapore, Singapore

VirtuLearn AI

Question 5:

  • In Azure Resource Manager (ARM) REST APIs, creating or updating a resource is done with a PUT request to the resource’s exact URL (idempotent operation). This means you can repeatedly call the same PUT and it will create the resource if it doesn’t exist or update it if it does.
  • POST is used to create resources under a collection (without a predefined name), which would generate a new resource id each time and is not suitable when you need a single, known resource name and a single endpoint/key to consolidate billing and access.
  • For Question 5, you’re creating a new resource at a specific path (with a known resource name) to provide a single key/endpoint for multiple services. Therefore, PUT is the correct method.

If you’d like, I can outline the exact REST call structure (URL, headers, and body) for creating the Cognitive Services/related resource using PUT.

Singapore, Singapore

Smila Vincent

After purchase, life time access?

Singapore, Singapore

VirtuLearn AI

Question 62:

  • Correct answer: D. Implement Jenkins on Compute Engine virtual machines.

  • Why this is the best choice:
- Since the app runs on GCP, hosting Jenkins on Compute Engine VMs keeps the CI/CD infrastructure in the same cloud environment, simplifying access to GCP services and credentials. - It reduces operational toil compared to managing Jenkins on local workstations or on-prem Kubernetes. - Cloud Functions cannot host a full Jenkins server (they’re serverless and not suited for long-running CI/CD tasks). - Using the Google Compute Engine plugin (google-compute-engine) lets Jenkins provision and manage GCE resources for build agents, enabling scalable, cloud-native pipelines.
  • How this supports security and streamline releases:
- Use GCP IAM/service accounts for least-privilege access, encrypt artifacts at rest, and place Jenkins behind private networking or IAP/VPN as needed. - Centralize credentials and secrets in Jenkins’ credentials store or Cloud KMS-backed solutions. - Automate deployments to GCP resources (App Engine, GKE, Cloud Run, Compute) via pipelines.
  • Why other options are less suitable:
- Local workstations: not scalable or secure for team CI/CD. - On-prem Kubernetes: adds management burden and detaches from GCP as the hosting environment. - Cloud Functions: not appropriate for a persistent Jenkins server.

Zionsville, United States

VirtuLearn AI

Establish if the solution satisfies the requirements. Your company has a Microsoft SQL Server Always On availability group configured on their Azure virtual machines (VMs). You need to configure an Azure internal load balancer as a listener for the availability group. Solution: You enable Floating IP. Does the solution meet the goal?

  • Yes.

  • Explanation: When using an Azure internal load balancer as a listener for a SQL Server Always On availability group, you must enable the Floating IP feature. This allows the internal listener IP to float to the active primary replica, ensuring the listener remains reachable and client connections are redirected correctly after failover. The Floating IP setting is required for stable listener behavior in AG configurations.

Johannesburg, South Africa