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A link to the most recent Preparation Guide for each AppDynamics certification is always available under Resources on the respective certification page:
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Sample questions are typically derived from those retired from exams, a small quantity are provided in each of the Performance Analyst and Implementation Professional preparation guides.
Currently, the video recording of each proctored exam is reviewed upon submission, although that could change to a live proctor at any time.