Free AI Certification Practice Questions — AIExamReady

AIExamReady is a free exam preparation resource providing over 1,082 scenario-based practice questions with detailed explanations for Microsoft AB-731, PMI-CPMAI, and AWS AIF-C01 certifications. No signup required. No paywall. Completely free.

Microsoft AB-731 — AI Transformation Leader

The Microsoft AB-731 exam certifies professionals on AI transformation using Microsoft tools and services. Our 5 practice sets cover all exam domains including Microsoft Copilot tools, Azure AI services, Responsible AI principles, licensing, governance, Microsoft Foundry, and Copilot Studio. 840+ questions with full explanations.

• Copilot in Microsoft 365 apps — Word, Excel, PowerPoint, Outlook, Teams
• Responsible AI — 8 standards including Fairness, Reliability, Safety, Privacy, Security, Inclusiveness, Transparency, Accountability
• Azure OpenAI pricing — Standard, Provisioned Throughput, Batch API
• Microsoft Foundry architecture and Azure AI model deployment
• Copilot Studio configuration, authentication, and security
• Service Trust Portal and compliance documentation

PMI-CPMAI — Certified Professional in Managing AI

The PMI-CPMAI certification covers the complete AI project lifecycle. Our 2 practice sets include 240+ questions across all 5 CPMAI domains in PMI's scenario-based FIRST, BEST, and MOST format with detailed explanations for every answer choice.

• Domain 1: Responsible and Trustworthy AI — bias, fairness, explainability, human oversight
• Domain 2: Identify Business Needs — Phase I feasibility, AI vs non-AI decisions, ROI
• Domain 3: Identify Data Needs — data quality, governance, lineage, class imbalance
• Domain 4: Manage AI Model Development — evaluation metrics, go/no-go decisions
• Domain 5: Operationalize AI Solutions — deployment, monitoring, drift, incident response

AWS AIF-C01 — Certified AI Practitioner

The AWS Certified AI Practitioner exam covers AI and ML fundamentals, generative AI with Amazon Bedrock, foundation model applications, responsible AI, and security and governance on AWS. Our 7 practice sets include 436+ questions covering all 5 exam domains.

• Domain 1: AI and ML Fundamentals — supervised, unsupervised, reinforcement learning, AWS AI services
• Domain 2: Generative AI Fundamentals — Amazon Bedrock, foundation models, tokens, embeddings, RAG
• Domain 3: Foundation Model Applications — prompt engineering, fine-tuning, evaluation, Bedrock Agents
• Domain 4: Responsible AI — bias detection, SageMaker Clarify, fairness, model cards
• Domain 5: Security and Governance — IAM, KMS, CloudTrail, VPC endpoints, S3 Object Lock

Study Notes

Comprehensive study notes for AB-731 and CPMAI covering key concepts, exam traps, and domain summaries. Each domain includes expandable sections with definitions, distinctions, and the most commonly tested exam scenarios.

How to Use AIExamReady

Start with Set 1 for baseline coverage across all domains. Progress through later sets for harder difficulty. Sets 4 onwards use real exam style questions with short scenario stems. Read every explanation including for correct answers — the explanation reveals why wrong answers are wrong. Time yourself to match real exam conditions.

AIExamReady is an independent educational resource and is not affiliated with Microsoft, PMI, or Amazon Web Services. All practice questions are original content created for exam preparation purposes.