NVIDIA-Certified Associate: Generative AI Multimodal (NCA-GENM)

About This Certification

The NCA Generative AI Multimodal certification is an entry-level credential that validates the foundational skills needed to design, implement, and manage AI systems that synthesize and interpret data across text, image, and audio modalities. The exam is online and proctored remotely, includes 50 questions, and has a 60-minute time limit.

Please carefully review NVIDIA's examination policy before scheduling your exam.

Certification Exam Details

Duration: 1 hour

Price: $125

Certification level: Associate

Subject: Multimodal generative AI

Number of questions: 50-60 multiple-choice

Prerequisites: A basic understanding of generative AI

Language: English

Validity: This certification is valid for two years from issuance.

Recertification may be achieved by retaking the exam.

Credentials: Upon passing the exam, participants will receive a digital badge and optional certificate indicating the certification level and topic.

Topics Covered in the Exam

Topics covered in the exam include:

  • Core machine learning and AI knowledge
  • Data analysis and visualization
  • Experimentation
  • Multimodal data
  • Performance optimization
  • Software development and engineering
  • Trustworthy AI

Candidate Audiences

  • AI DevOps engineers
  • AI strategists
  • Applied data research engineers
  • Applied data scientists
  • Applied deep learning research scientists
  • Cloud solution architects
  • Data scientists
  • Deep learning performance engineers
  • Generative AI specialists
  • Large language model (LLM) specialists and researchers
  • Machine learning engineers
  • Senior researchers
  • Software engineers
  • Solutions architects

Exam Study Guide

Review study guide