Build your understanding of AI model and application development through 60 original practice questions from Cloudpuz Academy. This course contains three focused tests of 20 questions each, with a mix of single-answer and multiple-answer items. The questions are organized around the eight topic areas in the NVIDIA NCA-AMAD outline reviewed on October 20, 2026.

Practice choosing agent workflows, enforcing tool permissions, evaluating task outcomes, and managing conversation context. Review data quality, privacy handling, feedback collection, and evaluation leakage. Work through inference scenarios involving time to first token, batching, KV-cache memory, quantization, and load testing. Compare retrieval, prompting, and parameter-efficient customization for different application requirements.

The set also covers model selection, NVIDIA AI Enterprise and NIM concepts, deployment dependencies, physical AI, and capacity planning. Calculation questions state their assumptions explicitly so you can practice the reasoning behind a resource estimate. Each option has its own explanation, and further-reading links help you revisit the relevant documentation.

Start with one test under timed conditions, then review the explanations for both correct and incorrect choices. Record which topic areas caused difficulty and revisit those concepts before repeating a test. The three short tests are designed for focused revision; they are not three full-length replicas of the certification exam. Their suggested timing and practice passing score are study settings, not official NVIDIA scoring rules.

This is a question-based practice course. It does not include video lessons, a hosted GPU environment, or a hands-on lab assessment. Supplement it with practical work and the current official learning materials. Completion or a high practice score does not guarantee an exam result.

Cloudpuz Academy is an independent provider. This course is not affiliated with or endorsed by NVIDIA and does not contain or claim to reproduce actual certification exam questions.