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AI & Machine Learning

Certification assessments for artificial intelligence, machine learning, and AI application development.

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Open an exam to see its format, timing, fees, eligibility, and review status.

Why people take these exams

Validate AI or machine-learning skills

What to compare when choosing prep

Compare platform, model lifecycle, application-development scope, hands-on depth, and level

ExamQuestions & time

AWS Certified AI Practitioner (AIF-C01)AI Practitioner · AWS

65 questions: 50 scored and 15 unscored90 minutes

AWS Certified Machine Learning Engineer – Associate (MLA-C01)ML Engineer Associate · AWS

65 questions: 50 scored and 15 unscored130 minutes

Building Intelligent Applications (Exam AB-410)AB-410 · Microsoft

Typically 40–60 questions; Microsoft does not publish an exact count for AB-410 and states the number varies by exam120 minutes

Claude Certified Architect – FoundationsCCAR-F · Anthropic

60 items120 minutes

Claude Certified Associate – FoundationsCCAO-F · Anthropic

60 items120 minutes

Databricks Certified Generative AI Engineer AssociateGenerative AI Engineer Associate · Databricks

45 scored multiple-choice questions; exams may include unscored items that are not identified on the form and do not impact the score, so the actual number of items delivered may be higher (total including unscored items is not published)90 minutes

Exam AI-103: Developing AI Apps and Agents on AzureAI-103 · Microsoft

Typically 40–60 questions; Microsoft does not publish an exact count and the number can vary by exam; unscored items may be included120 minutes (exam time; 140-minute seat time per Microsoft's duration table for associate exams that may contain labs)

Exam AI-200: Developing AI Cloud Solutions on AzureAI-200 · Microsoft

Typically 40–60 questions; Microsoft does not publish an exact count and the number can vary by exam; unscored items may be included120 minutes of exam time (140-minute seat time per Microsoft's duration table for associate exams that may contain labs)

Microsoft Azure AI Fundamentals (Exam AI-901)AI-901 · Microsoft

Typically 40–60 questions; Microsoft does not publish an exact count for AI-901 and states the number varies by exam45 minutes of exam time for Fundamentals-tier exams, with 65 minutes of total seat time (instructions, candidate agreement, exam, and comments); 5 minutes of break time is built into the exam time

Microsoft Certified: AI Agent Builder Associate (Exam AB-620)AB-620 · Microsoft

Typically 40–60 questions; Microsoft does not publish an exact count for AB-620 and states the number varies by exam120 minutes

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