# Cert Made Easy

> Practice question sets for certification exams in cloud, AI, data privacy and governance, information security, project management and data management, across AWS, Anthropic, Google Cloud, Microsoft Azure, NVIDIA, IAPP, Databricks, PECB, ISACA, CompTIA, ISC2, PMI and DAMA. Every question is written to the vendor's published exam guide and ships with a written explanation of why each option is right or wrong.

Cert Made Easy is a study tool, not a braindump site. The questions are original and exam-style, written against each vendor's official exam guide; they are not copied or recalled from live exams, and we do not sell dumps. Exam facts quoted below (official code, fee, question count) come from vendor documentation.

Cert Made Easy is an independent study tool, not affiliated with or endorsed by any certification body. Certification names and trademarks belong to their owners.

How the sets work:

- Every paid set gives you its first questions free (10, 20 or 30 depending on the set) with a free account; the free sets are free in full.
- **Practice mode** walks the set with an explanation revealed after each answer.
- **Mock exam mode** is timed and server-scored, using the real exam's question count, duration, and pass mark where the vendor publishes them.
- **Fix mistakes** requeues only the questions you got wrong, so a second pass is spent on the gaps rather than on what you already know.
- **Study mode** reveals answers and explanations without recording an attempt.
- An AI study assistant can explain any question in more depth on request.

## For AI agents

- **MCP server:** `https://certmadeeasy.com/mcp` (Streamable HTTP, free, read-only, no account). Tools: search_exams, list_exams, get_exam_details, get_practice_questions, check_answer, get_study_paths. Setup for ChatGPT, Claude and other assistants: [https://certmadeeasy.com/ai](https://certmadeeasy.com/ai). Server Card: https://certmadeeasy.com/mcp/server-card.
- **Markdown:** every page below is also served as markdown. Append `.md` to its URL (for example https://certmadeeasy.com/catalog/set-aws-saa.md) or request it with `Accept: text/markdown`.

## Practice question sets

### AWS

- [AWS Certified AI Practitioner (AIF-C01)](https://certmadeeasy.com/catalog/set-aws-aif): 445 exam-style practice questions, each with a written explanation. $6.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 65 questions, $100 exam fee.
- [AWS Certified Cloud Practitioner (CLF-C02)](https://certmadeeasy.com/catalog/set-aws-clf): 713 exam-style practice questions, each with a written explanation. The entire set is free. The vendor's exam: 65 questions, $100 exam fee.
- [AWS Certified CloudOps Engineer – Associate (SOA-C03)](https://certmadeeasy.com/catalog/set-aws-soa): 165 exam-style practice questions, each with a written explanation. $6.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 65 questions, $150 exam fee.
- [AWS Certified Data Engineer – Associate (DEA-C01)](https://certmadeeasy.com/catalog/set-aws-dea): 84 exam-style practice questions, each with a written explanation. $6.00 one-time; the first 10 questions are free with a free account. The vendor's exam: 65 questions, $150 exam fee.
- [AWS Certified Developer – Associate (DVA-C02)](https://certmadeeasy.com/catalog/set-aws-dva): 556 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 65 questions, $150 exam fee.
- [AWS Certified DevOps Engineer – Professional (DOP-C02)](https://certmadeeasy.com/catalog/set-aws-dop): 430 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 75 questions, $300 exam fee.
- [AWS Certified Generative AI Developer – Professional (AIP-C01)](https://certmadeeasy.com/catalog/set-aws-aip): 108 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 75 questions, $300 exam fee.
- [AWS Certified Security – Specialty (SCS-C03)](https://certmadeeasy.com/catalog/set-aws-scs): 178 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 65 questions, $300 exam fee.
- [AWS Certified Solutions Architect – Associate (SAA-C03)](https://certmadeeasy.com/catalog/set-aws-saa): 875 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 65 questions, $150 exam fee.
- [AWS Certified Solutions Architect – Professional (SAP-C02)](https://certmadeeasy.com/catalog/set-aws-sap): 526 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 75 questions, $300 exam fee.

### Anthropic

- [Claude Certified Architect – Foundations (CCAR-F)](https://certmadeeasy.com/catalog/set-anthropic-ccar-f): 120 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 60 questions, $125 exam fee.
- [Claude Certified Architect – Professional (CCAR-P)](https://certmadeeasy.com/catalog/set-anthropic-ccar-p): 123 exam-style practice questions, each with a written explanation. $21.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 63 questions, $175 exam fee.
- [Claude Certified Associate – Foundations (CCAO-F)](https://certmadeeasy.com/catalog/set-anthropic-ccao-f): 142 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 60 questions, $99 exam fee.
- [Claude Certified Developer – Foundations (CCDV-F)](https://certmadeeasy.com/catalog/set-anthropic-ccdv-f): 92 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 10 questions are free with a free account. The vendor's exam: 53 questions, $125 exam fee.

### Google Cloud

- [Google Cloud Associate Cloud Engineer (ACE)](https://certmadeeasy.com/catalog/set-gcp-ace): 348 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 50–60 questions, $125 exam fee.
- [Google Cloud Digital Leader (CDL)](https://certmadeeasy.com/catalog/set-gcp-cdl): 284 exam-style practice questions, each with a written explanation. The entire set is free. The vendor's exam: 50–60 questions, $99 exam fee.
- [Google Cloud Professional Cloud Developer (PCD)](https://certmadeeasy.com/catalog/set-gcp-pcd): 378 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 50–60 questions, $200 exam fee.
- [Google Cloud Professional Cloud Network Engineer (CNE)](https://certmadeeasy.com/catalog/set-gcp-cne): 277 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 50–60 questions, $200 exam fee.
- [Google Cloud Professional Cloud Security Engineer (CSE)](https://certmadeeasy.com/catalog/set-gcp-cse): 124 exam-style practice questions, each with a written explanation. $6.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 50–60 questions, $200 exam fee.
- [Google Cloud Professional Data Engineer (PDE)](https://certmadeeasy.com/catalog/set-gcp-pdte): 347 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 40–50 questions, $200 exam fee.
- [Google Cloud Professional Database Engineer (PCDE)](https://certmadeeasy.com/catalog/set-gcp-pde): 196 exam-style practice questions, each with a written explanation. $6.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 50–60 questions, $200 exam fee.
- [Google Cloud Professional Machine Learning Engineer (MLE)](https://certmadeeasy.com/catalog/set-gcp-mle): 339 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 50–60 questions, $200 exam fee.
- [Google Cloud Professional Security Operations Engineer (PSOE)](https://certmadeeasy.com/catalog/set-gcp-psoe): 130 exam-style practice questions, each with a written explanation. $6.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 50–60 questions, $200 exam fee.

### Microsoft Azure

- [Microsoft Certified: Azure Administrator Associate (AZ-104)](https://certmadeeasy.com/catalog/set-azure-az-104): 566 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 40–60 questions, $165 exam fee.
- [Microsoft Certified: Azure Fundamentals (AZ-900)](https://certmadeeasy.com/catalog/set-azure-az-900): 469 exam-style practice questions, each with a written explanation. $6.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 40–60 questions, $99 exam fee.
- [Microsoft Certified: Azure Solutions Architect Expert (AZ-305)](https://certmadeeasy.com/catalog/set-azure-az-305): 273 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 30 questions are free with a free account.
- [Microsoft Certified: Cybersecurity Architect Expert (SC-100)](https://certmadeeasy.com/catalog/set-azure-sc-100): 332 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 30 questions are free with a free account.
- [Microsoft Certified: DevOps Engineer Expert (AZ-400)](https://certmadeeasy.com/catalog/set-azure-az-400): 526 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 30 questions are free with a free account.
- [Microsoft Certified: Identity and Access Administrator Associate (SC-300)](https://certmadeeasy.com/catalog/set-azure-sc-300): 410 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 40–60 questions, $165 exam fee.
- [Microsoft Certified: Information Security Administrator Associate (SC-401)](https://certmadeeasy.com/catalog/set-azure-sc-401): 248 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 40–60 questions.
- [Microsoft Certified: Power BI Data Analyst Associate (PL-300)](https://certmadeeasy.com/catalog/set-azure-pl-300): 382 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 30 questions are free with a free account.
- [Microsoft Certified: Security Operations Analyst Associate (SC-200)](https://certmadeeasy.com/catalog/set-azure-sc-200): 390 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 30 questions are free with a free account.
- [Microsoft Certified: Security, Compliance, and Identity Fundamentals (SC-900)](https://certmadeeasy.com/catalog/set-azure-sc-900): 237 exam-style practice questions, each with a written explanation. $6.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 40–60 questions.

### NVIDIA

- [NVIDIA Certified Associate: AI Infrastructure and Operations (NCA-AIIO)](https://certmadeeasy.com/catalog/set-nvidia-nca-aiio): 107 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 50 questions, $125 exam fee.
- [NVIDIA Certified Professional: AI Infrastructure (NCP-AII)](https://certmadeeasy.com/catalog/set-nvidia-ncp-aii): 105 exam-style practice questions, each with a written explanation. $21.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 70–75 questions, $400 exam fee.
- [NVIDIA Certified Professional: AI Networking (NCP-AIN)](https://certmadeeasy.com/catalog/set-nvidia-ncp-ain): 69 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 10 questions are free with a free account. The vendor's exam: 70–75 questions, $400 exam fee.
- [NVIDIA-Certified Associate: Generative AI & LLMs (NCA-GENL)](https://certmadeeasy.com/catalog/set-nvidia-nca-genl): 100 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 50–60 questions, $125 exam fee.
- [NVIDIA-Certified Professional: AI Operations (NCP-AIO)](https://certmadeeasy.com/catalog/set-nvidia-ncp-aio): 66 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 10 questions are free with a free account.

### IAPP (privacy and AI governance)

- [Artificial Intelligence Governance Professional (AIGP)](https://certmadeeasy.com/catalog/set-iapp-aigp): 236 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 100 questions, $799 exam fee.
- [Certified Information Privacy Manager (CIPM)](https://certmadeeasy.com/catalog/set-iapp-cipm): 347 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 90 questions, $550 exam fee.
- [Certified Information Privacy Professional/Asia (CIPP/A)](https://certmadeeasy.com/catalog/set-iapp-cippa): 98 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 10 questions are free with a free account. The vendor's exam: 90 questions, $550 exam fee.
- [Certified Information Privacy Professional/Canada (CIPP/C)](https://certmadeeasy.com/catalog/set-iapp-cippc): 83 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 10 questions are free with a free account. The vendor's exam: 90 questions, $550 exam fee.
- [Certified Information Privacy Professional/Europe (CIPP/E)](https://certmadeeasy.com/catalog/set-iapp-cippe): 319 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 90 questions, $550 exam fee.
- [Certified Information Privacy Professional/United States (CIPP/US)](https://certmadeeasy.com/catalog/set-iapp-cippus): 252 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 90 questions, $550 exam fee.
- [Certified Information Privacy Technologist (CIPT)](https://certmadeeasy.com/catalog/set-iapp-cipt): 322 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 90 questions, $550 exam fee.

### Databricks

- [Databricks Certified Associate Developer for Apache Spark (Spark)](https://certmadeeasy.com/catalog/set-databricks-spark-dev): 338 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 45 questions, $200 exam fee.
- [Databricks Certified Data Analyst Associate (DAA)](https://certmadeeasy.com/catalog/set-databricks-daa): 140 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 45 questions, $200 exam fee.
- [Databricks Certified Data Engineer Associate (DEA)](https://certmadeeasy.com/catalog/set-databricks-dea): 278 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 45 questions, $200 exam fee.
- [Databricks Certified Data Engineer Professional (DEP)](https://certmadeeasy.com/catalog/set-databricks-dep): 332 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 60 questions, $200 exam fee.
- [Databricks Certified Generative AI Engineer Associate (GenAI)](https://certmadeeasy.com/catalog/set-databricks-genai): 108 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 45 questions, $200 exam fee.
- [Databricks Certified Machine Learning Associate (MLA)](https://certmadeeasy.com/catalog/set-databricks-mla): 139 exam-style practice questions, each with a written explanation. $11.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 48 questions, $200 exam fee.
- [Databricks Certified Machine Learning Professional (MLP)](https://certmadeeasy.com/catalog/set-databricks-mlp): 211 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 59 questions, $200 exam fee.

### PECB (ISO standards, cybersecurity and NIS 2)

- [PECB Certified ISO/IEC 27001 Lead Auditor (ISO 27001 LA)](https://certmadeeasy.com/catalog/set-pecb-iso-27001-la): 241 exam-style practice questions, each with a written explanation. $32.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 80 questions, $1,000 exam fee.
- [PECB Certified ISO/IEC 27001 Lead Implementer (ISO 27001 LI)](https://certmadeeasy.com/catalog/set-pecb-iso-27001-li): 268 exam-style practice questions, each with a written explanation. $32.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 80 questions, $1,000 exam fee.
- [PECB Certified ISO/IEC 27005 Risk Manager (ISO 27005 RM)](https://certmadeeasy.com/catalog/set-pecb-iso-27005-rm): 78 exam-style practice questions, each with a written explanation. $21.00 one-time; the first 10 questions are free with a free account. The vendor's exam: 60 questions.
- [PECB Certified ISO/IEC 27035 Lead Incident Manager (ISO 27035 LIM)](https://certmadeeasy.com/catalog/set-pecb-iso-27035-lim): 105 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 80 questions, $1,000 exam fee.
- [PECB Certified ISO/IEC 42001 Lead Auditor (ISO 42001 LA)](https://certmadeeasy.com/catalog/set-pecb-iso-42001-la): 225 exam-style practice questions, each with a written explanation. $32.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 80 questions, $1,000 exam fee.
- [PECB Certified ISO/IEC 42001 Lead Implementer (ISO 42001 LI)](https://certmadeeasy.com/catalog/set-pecb-iso-42001-li): 95 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 10 questions are free with a free account. The vendor's exam: 80 questions, $1,000 exam fee.
- [PECB Certified Lead Cybersecurity Manager (PECB LCSM)](https://certmadeeasy.com/catalog/set-pecb-lcsm): 113 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 80 questions, $1,000 exam fee.
- [PECB Certified NIS 2 Directive Lead Implementer (NIS 2 LI)](https://certmadeeasy.com/catalog/set-pecb-nis2-li): 122 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 80 questions, $1,000 exam fee.

### ISACA (IT audit, security management, risk and AI)

- [Certified in Risk and Information Systems Control (CRISC)](https://certmadeeasy.com/catalog/set-isaca-crisc): 1498 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 150 questions, $760 exam fee.
- [Certified Information Security Manager (CISM)](https://certmadeeasy.com/catalog/set-isaca-cism): 933 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 150 questions, $760 exam fee.
- [Certified Information Systems Auditor (CISA)](https://certmadeeasy.com/catalog/set-isaca-cisa): 1382 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 150 questions, $760 exam fee.
- [ISACA Advanced in AI Audit (AAIA)](https://certmadeeasy.com/catalog/set-isaca-aaia): 542 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 90 questions, $599 exam fee.
- [ISACA Advanced in AI Risk (AAIR)](https://certmadeeasy.com/catalog/set-isaca-aair): 175 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 90 questions, $599 exam fee.
- [ISACA Advanced in AI Security Management (AAISM)](https://certmadeeasy.com/catalog/set-isaca-aaism): 334 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 90 questions, $599 exam fee.

### CompTIA (vendor-neutral security: CompTIA Security+)

- [CompTIA Security+ (SY0-701)](https://certmadeeasy.com/catalog/set-comptia-sy0-701): 819 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 90 questions, $439 exam fee.

### ISC2 (information security: CISSP, CC, CCSP and SSCP)

- [Certified Cloud Security Professional (CCSP)](https://certmadeeasy.com/catalog/set-isc2-ccsp): 443 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 100–150 questions, $599 exam fee.
- [Certified in Cybersecurity (CC)](https://certmadeeasy.com/catalog/set-isc2-cc): 383 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 100–125 questions, $199 exam fee.
- [Certified Information Systems Security Professional (CISSP)](https://certmadeeasy.com/catalog/set-isc2-cissp): 1208 exam-style practice questions, each with a written explanation. $32.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 100–150 questions, $749 exam fee.
- [Systems Security Certified Practitioner (SSCP)](https://certmadeeasy.com/catalog/set-isc2-sscp): 907 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 100–125 questions, $249 exam fee.

### PMI (project, program and portfolio management: PMP, CAPM, PgMP, PfMP, PMI-RMP, PMI-ACP, PMI-PBA, PMI-PMOCP and PMI-CPMAI)

- [CAPM® Exam Practice Questions (CAPM)](https://certmadeeasy.com/catalog/set-pmi-capm): 485 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 150 questions, $300 exam fee.
- [PfMP® Exam Practice Questions (PfMP)](https://certmadeeasy.com/catalog/set-pmi-pfmp): 287 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 170 questions, $1,000 exam fee.
- [PgMP® Exam Practice Questions (PgMP)](https://certmadeeasy.com/catalog/set-pmi-pgmp): 363 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 170 questions, $1,000 exam fee.
- [PMI-ACP® Exam Practice Questions (PMI-ACP)](https://certmadeeasy.com/catalog/set-pmi-acp): 435 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 120 questions, $495 exam fee.
- [PMI-CPMAI™ Exam Practice Questions (PMI-CPMAI)](https://certmadeeasy.com/catalog/set-pmi-cpmai): 263 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 120 questions.
- [PMI-PBA® Exam Practice Questions (PMI-PBA)](https://certmadeeasy.com/catalog/set-pmi-pba): 215 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 200 questions, $555 exam fee.
- [PMI-PMOCP™ Exam Practice Questions (PMI-PMOCP)](https://certmadeeasy.com/catalog/set-pmi-pmocp): 118 exam-style practice questions, each with a written explanation. $16.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 120 questions, $655 exam fee.
- [PMI-RMP® Exam Practice Questions (PMI-RMP)](https://certmadeeasy.com/catalog/set-pmi-rmp): 437 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 115 questions, $670 exam fee.
- [PMP® Exam Practice Questions (PMP)](https://certmadeeasy.com/catalog/set-pmi-pmp): 1919 exam-style practice questions, each with a written explanation. $32.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 180 questions, $655 exam fee.

### DAMA (data management: CDMP Data Management Fundamentals, Data Quality, and Reference and Master Data Management)

- [CDMP Data Management Fundamentals (CDMP DMF)](https://certmadeeasy.com/catalog/set-dama-cdmp-dmf): 361 exam-style practice questions, each with a written explanation. $27.00 one-time; the first 30 questions are free with a free account. The vendor's exam: 100 questions, $311 exam fee.
- [CDMP Data Quality (CDMP DQ)](https://certmadeeasy.com/catalog/set-dama-cdmp-dq): 131 exam-style practice questions, each with a written explanation. $21.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 100 questions, $311 exam fee.
- [CDMP Reference and Master Data Management (CDMP RMD)](https://certmadeeasy.com/catalog/set-dama-cdmp-rmd): 112 exam-style practice questions, each with a written explanation. $21.00 one-time; the first 20 questions are free with a free account. The vendor's exam: 100 questions, $311 exam fee.

## Claude certification exam guides

- [Claude Certification 2026: The 4 Anthropic Certification Exams](https://certmadeeasy.com/claude-certification): Anthropic certification guide: all four Claude AI certifications (CCAO-F, CCDV-F, CCAR-F, CCAR-P), fees $99 to $175, who can register, free practice.
- [Claude Certified Architect Certification (CCA-F) Exam Guide](https://certmadeeasy.com/claude-certification/certified-architect): Claude Certified Architect – Foundations (CCAR-F, often called CCA-F) exam guide: $125, 60 questions, 720 to pass, 5 domains, 6 scenarios, study plan.
- [Claude Certified Architect Professional (CCAR-P) Exam Guide](https://certmadeeasy.com/claude-certification/certified-architect-professional): Claude Certified Architect – Professional (CCAR-P): $175, 63 questions in 120 minutes, seven domains, how it differs from CCAR-F, and who can register.
- [Claude Certified Associate Foundations (CCAO-F) Exam Guide](https://certmadeeasy.com/claude-certification/certified-associate): Claude Certified Associate – Foundations (CCAO-F): $99, 60 questions, 720 to pass, no coding. The 7 domains, who can register, how to prepare.
- [Claude Certified Developer Foundations (CCDV-F) Exam Guide](https://certmadeeasy.com/claude-certification/certified-developer): CCDV-F, the Claude Certified Developer exam: $125, 53 questions in 120 minutes, eight domains and 25 weighted skills, who can register, and free practice.
- [Is Claude Certification Worth It? An Architect Says Yes](https://certmadeeasy.com/claude-certification/is-claude-certified-architect-worth-it): I passed the Claude Certified Architect – Professional exam and I'd tell anyone who can to sit it. It tests judgement, which is what clients pay for.

## Guides and articles

- [AI Governance Certification: AIGP, AAISM, AAIA or ISO 42001?](https://certmadeeasy.com/blog/ai-governance-certification/): AIGP, AAISM, AAIA, AAIR or ISO 42001? Compare IAPP, ISACA and PECB AI governance certifications by cost, prerequisites and who each one is for.
- [AIGP Practice Exam: Questions for the 2026 Blueprint](https://certmadeeasy.com/blog/aigp-practice-exam/): 239 exam-style AIGP practice questions with explanations, the four v2.1 domains, and how to tell when you're ready to book the IAPP AI governance exam.
- [Finished your CLF-C02 course? Here's what to check next](https://certmadeeasy.com/blog/what-cloud-practitioner-candidates-get-wrong/): Cert Made Easy analysed 37,609 CLF-C02 practice answers. See where learners struggled and plan what you should study next.
- [AIGP Study Guide: How to Pass the IAPP AI Governance Exam](https://certmadeeasy.com/blog/aigp-study-guide/): AIGP study guide: what the exam costs, the 2026 Body of Knowledge, passing score, jobs and salary, and how to prepare for the IAPP AI Governance exam.
- [CIPP/E Study Guide: How to Pass the IAPP GDPR Exam](https://certmadeeasy.com/blog/cipp-e-study-guide/): CIPP/E study guide: what the exam costs, the Body of Knowledge, passing score, jobs and salary, and how to prepare for the IAPP GDPR exam.
- [Are AI Certifications Worth It in 2026? The Hiring Data](https://certmadeeasy.com/blog/are-ai-certifications-worth-it/): AI skills carry a 28% pay premium, per Lightcast. Here's which AI certification fits your role, what each exam costs, and how to prepare.
- [CIPM Study Guide: How to Pass the IAPP Exam](https://certmadeeasy.com/blog/cipm-study-guide/): CIPM study guide: what the exam costs, the Body of Knowledge, passing score, jobs and salary, and how to prepare for the IAPP privacy manager exam.
- [AWS AI Practitioner Practice Exam (AIF-C01)](https://certmadeeasy.com/blog/aws-ai-practitioner-practice-exam/): 422 exam-style AWS AI Practitioner practice questions with explanations, the AIF-C01 topic weights, and how to tell when you're ready to book.
- [CLF-C02 Practice Exam: 717 Free Questions](https://certmadeeasy.com/blog/clf-c02-practice-exam/): A free CLF-C02 practice exam with 717 exam-style questions and explanations, plus how to use timed mocks to know when you're ready to book.
- [AWS Certification Path: How to Pick Your Route](https://certmadeeasy.com/blog/aws-certification-path/): A clear AWS certification path from Cloud Practitioner to Professional and Specialty, with real exam costs, passing scores, and where to start.
- [NVIDIA Gen AI Certification: Cost & Discount Codes](https://certmadeeasy.com/blog/gen-ai-certification-nvidia-discount/): What the NVIDIA gen AI certification (NCA-GENL) costs, whether a discount code exists, and the real way to spend less on it.
- [NVIDIA Accelerated Data Science Cert: NCP-ADS Guide](https://certmadeeasy.com/blog/ncp-ads-study-guide/): A study plan for the NVIDIA Accelerated Data Science Professional certification (NCP-ADS): exam format, the six domains, and how to prepare.
- [NVIDIA AI Infrastructure Certification: NCP-AII Study Guide](https://certmadeeasy.com/blog/nvidia-ai-infrastructure-certification/): How to study for the NVIDIA AI infrastructure certification (NCP-AII): exam domains, cost, format, a week-by-week plan, and what to focus on.
- [AZ-305 Study Guide: Pass the Azure Architect Exam](https://certmadeeasy.com/blog/az-305-study-guide/): An honest AZ-305 study guide: the four exam domains, how to prepare, what to focus on, and the AZ-104 rule that catches people off guard.
- [NVIDIA Generative AI & LLMs Certification (NCP-GENL)](https://certmadeeasy.com/blog/nvidia-generative-ai-llms-certification/): How to study for NVIDIA's NCP-GENL exam: domains, cost, format, a study plan, and what the professional Generative AI and LLMs certification really tests.
- [AWS Certified Developer Associate Study Guide (DVA-C02)](https://certmadeeasy.com/blog/aws-developer-associate-study-guide/): A real study plan for the AWS Certified Developer Associate (DVA-C02): exam domains, how long to prepare, what to focus on, and how to practice.
- [AZ-400 Study Guide: Pass the DevOps Expert Exam](https://certmadeeasy.com/blog/az-400-study-guide/): A real AZ-400 study plan: exam domains, the 700 passing score, prerequisites, how long to prepare, and where to practice exam-style questions.
- [CIPP Certification Study Guide (CIPP/US)](https://certmadeeasy.com/blog/cipp-certification-study-guide/): CIPP certification study guide (CIPP/US): what the exam costs, the Body of Knowledge, jobs and salary, and a realistic plan to pass.
- [CIPT Study Guide: How to Pass the IAPP Exam](https://certmadeeasy.com/blog/cipt-study-guide/): CIPT study guide: what the exam costs, the Body of Knowledge, the five domains, jobs and salary, and a plan to pass the IAPP privacy technologist exam.
- [NCA-ADS Study Guide: NVIDIA Accelerated Data Science](https://certmadeeasy.com/blog/nca-ads-study-guide/): NCA-ADS study guide: exam domains, cost, format, prerequisites, and a study plan for NVIDIA's Accelerated Data Science associate exam.
- [NCA-GENL vs NCP-GENL: Which NVIDIA LLM Cert?](https://certmadeeasy.com/blog/nca-genl-vs-ncp-genl/): NCA-GENL vs NCP-GENL compared: cost, format, prerequisites, and focus, so you can pick the right NVIDIA Generative AI and LLMs certification.
- [NVIDIA Agentic AI Certification: NCP-AAI Guide](https://certmadeeasy.com/blog/nvidia-agentic-ai-certification/): A guide to NVIDIA's Agentic AI certification (NCP-AAI): exam domains, cost, format, prerequisites, and how to prepare for this professional exam.
- [NCA-GENL Study Guide: NVIDIA Generative AI & LLMs](https://certmadeeasy.com/blog/nca-genl-study-guide/): NCA-GENL study guide: exam domains, cost, format, a 4-week plan, and what to focus on to pass NVIDIA's Generative AI and LLMs associate exam.
- [NVIDIA AI Certifications: Which One to Take](https://certmadeeasy.com/blog/nvidia-ai-certifications/): An NVIDIA AI certification roadmap: the associate and professional exams, what each covers, and which one to start with for your background.
- [NCA-AIIO Study Guide: Pass NVIDIA AI Infrastructure](https://certmadeeasy.com/blog/nca-aiio-study-guide/): NCA-AIIO study guide: exam domains, cost, format, a 4-week plan, and what to focus on to pass NVIDIA's AI Infrastructure and Operations exam.
- [AZ-104 Study Guide: Pass the Azure Administrator Exam](https://certmadeeasy.com/blog/az-104-study-guide/): AZ-104 study guide with the exam domains, cost, passing score, a 6-week plan, and the mistakes that fail people on the Azure Administrator exam.
- [AWS Certified Security Specialty: Exam Guide (SCS-C03)](https://certmadeeasy.com/blog/aws-security-specialty-guide/): What the AWS Certified Security Specialty (SCS-C03) covers: exam format, the six domains, cost, who it's for, and whether the cert is worth it.
- [AWS SysOps Certification Guide (Now CloudOps, SOA-C03)](https://certmadeeasy.com/blog/aws-sysops-certification-guide/): The AWS SysOps certification is now the CloudOps Engineer exam (SOA-C03). What's on it, how it differs from SAA, and whether it's worth taking.
- [Are Cloud Certifications Worth It? An Honest ROI Guide for 2026](https://certmadeeasy.com/blog/are-cloud-certifications-worth-it/): Are cloud certifications worth it? Yes, if you're career-shifting or breaking in. Learn when they pay off, which cert to start with, and the salary impact.
- [AWS Certified AI Practitioner (AIF-C01) Study Guide & Exam Tips](https://certmadeeasy.com/blog/aws-ai-practitioner-study-guide/): Complete AIF-C01 study guide: exam cost, passing score, practice questions, and proven strategies to pass the AWS AI Practitioner certification.
- [AWS Cloud Practitioner Study Guide: Cost, Questions & Pass Score (CLF-C02)](https://certmadeeasy.com/blog/aws-cloud-practitioner-study-guide/): CLF-C02 costs $100 and you need 700 of 1000 to pass. What each domain covers, a study plan, and free practice questions.
- [SAA-C03 Passing Score Explained: What 720/1000 Really Means](https://certmadeeasy.com/blog/aws-saa-c03-passing-score/): AWS SAA-C03 passing score is 720/1000. Learn how scaled scoring works, how many questions you can miss, and what you need to practice to hit it.
- [AWS SAA-C03 Study Guide: How to Pass the Solutions Architect Associate Exam](https://certmadeeasy.com/blog/aws-saa-c03-study-guide/): Complete SAA-C03 study plan: domains, practice test strategy, 6-week prep schedule, and what you need to know to pass the Solutions Architect exam on your first attempt.
- [AZ-900 Study Guide: How to Pass Azure Fundamentals Exam](https://certmadeeasy.com/blog/az-900-study-guide/): Complete AZ-900 study guide with exam breakdown, passing score, practice strategies, and 3-week study plan to pass Microsoft Azure Fundamentals.
- [Is the AWS SAA-C03 Exam Hard? What the Passing Score & Difficulty Actually Mean](https://certmadeeasy.com/blog/is-aws-saa-exam-hard/): Is AWS SAA-C03 hard? We break down the passing score (720/1000), real failure reasons, and a study plan that turns difficulty into confidence.
- [AWS Cloud Practitioner vs Solutions Architect: Which Certification First?](https://certmadeeasy.com/blog/cloud-practitioner-vs-solutions-architect/): Compare AWS Cloud Practitioner (CLF-C02) and Solutions Architect Associate (SAA-C03). Learn passing scores, costs, difficulty, and which cert to tackle first.

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