AI Certifications: Practice Tests Guide
Every question and every answer is checked twice before you see it.
AI credentials now come from cloud vendors, platform vendors and independent bodies. This guide groups the ones we cover, from foundational to professional level, so you can see where each one fits.
18 exams, listed from the most introductory to the most advanced where that order applies. Open any card for its practice tests and study plan.
Microsoft Certified: Azure AI Fundamentals (AI-901)
Fundamentals. Covers AI concepts and Azure AI services.
5 tests · 225 questions · 45 min each · 70% pass markAWS Certified AI Practitioner (AIF-C01)
Foundational. Covers AI, machine learning and generative AI concepts on AWS.
5 tests · 325 questions · 90 min each · 70% pass markGoogle Cloud Generative AI Leader
Foundational. Covers generative AI strategy and business use on Google Cloud, without deep coding.
5 tests · 300 questions · 90 min each · 70% pass markOracle Cloud Infrastructure 2026 AI Foundations Associate (1Z0-1122-26)
Foundational. Covers AI and machine learning foundations on Oracle Cloud Infrastructure.
5 tests · 200 questions · 60 min each · 65% pass markMicrosoft Certified: AI Business Professional (AB-730)
Fundamentals. Covers using AI and Copilot effectively in business roles.
5 tests · 250 questions · 45 min each · 70% pass markMicrosoft Certified: AI Transformation Leader (AB-731)
Fundamentals. Covers leading AI transformation in an organisation.
5 tests · 250 questions · 45 min each · 70% pass markMicrosoft 365 Certified: Copilot and Agent Administration Fundamentals (AB-900)
Fundamentals. Covers administering Microsoft 365 Copilot and agents.
5 tests · 250 questions · 45 min each · 70% pass markISACA Artificial Intelligence Fundamentals Certificate
Foundational. Covers AI fundamentals for audit, risk and governance practitioners.
5 tests · 275 questions · 120 min each · 65% pass markNVIDIA Certified Associate: Generative AI LLMs (NCA-GENL)
Associate. Covers generative AI and large language model fundamentals.
5 tests · 250 questions · 60 min each · 70% pass markNVIDIA-Certified Associate: AI Infrastructure and Operations (NCA-AIIO)
Associate. Covers AI infrastructure and operations on NVIDIA platforms.
5 tests · 250 questions · 60 min each · 70% pass markDatabricks Certified Generative AI Engineer Associate
Associate. Covers building large language model applications on Databricks.
5 tests · 225 questions · 90 min each · 70% pass markSalesforce Certified Agentforce Specialist
Associate. Covers building and configuring Agentforce AI agents on the Salesforce platform.
5 tests · 300 questions · 105 min each · 72% pass markMicrosoft Certified: Azure AI Apps and Agents Developer Associate (AI-103)
Associate. Covers building AI applications and agents on Azure.
5 tests · 300 questions · 120 min each · 70% pass markAWS Certified Machine Learning Engineer - Associate (MLA-C02)
Associate. Covers building, deploying and operating machine learning solutions on AWS.
5 tests · 425 questions · 170 min each · 72% pass markAWS Certified Generative AI Developer - Professional (AIP-C01)
Professional. Covers designing and building generative AI applications on AWS.
5 tests · 375 questions · 180 min each · 75% pass markCompTIA SecAI+ (CY0-001)
Intermediate. Covers securing AI systems and using AI in security work.
5 tests · 300 questions · 60 min each · 67% pass markIAPP Artificial Intelligence Governance Professional (AIGP)
Professional. Covers AI governance, risk management and compliance.
5 tests · 500 questions · 165 min each · 60% pass markPMI Cognitive Project Management for AI (PMI-CPMAI)
Professional. Covers managing AI and machine learning projects with the PMI cognitive project management approach.
5 tests · 600 questions · 160 min each · 70% pass markCompare exams
- AWS AIF-C01 vs Microsoft AI-901
- AWS AIF-C01 vs Google Cloud Generative AI Leader
- NVIDIA NCA-AIIO vs NVIDIA NCA-GENL
- Microsoft AB-730 vs Microsoft AB-731
- AWS AIF-C01 vs AWS MLA-C02
- AWS MLA-C02 vs AWS AIP-C01
- Microsoft AI-901 vs Microsoft AI-103
Levels are our own grouping to help you choose. Check the vendor's official page for prerequisites, fees and the current exam format. Not affiliated with, endorsed by or sponsored by any certification vendor or exam body. Certification names, exam codes and product names are trademarks of their respective owners and are used only to identify the exam a practice product prepares for. Our questions are original and are not actual exam questions.