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NVIDIA Certified Associate - Multimodal Generative AI (NCA-MMGA)

Exam Overview

The NVIDIA Certified Associate - Multimodal Generative AI certification validates foundational knowledge of multimodal AI systems that process and generate content across text, images, audio, and video modalities using NVIDIA tools and platforms.

Exam Code: NCA-MMGA Exam Duration: 60 minutes Number of Questions: 50-60 questions Exam Format: Multiple choice Cost: $135 USD Validity: 2 years Prerequisites: Basic understanding of AI/ML concepts

Exam Domains

Domain 1: Multimodal AI Fundamentals (25%)

  • Types of modalities (text, image, audio, video)
  • Multimodal model architectures
  • Vision-language models (VLMs)
  • Cross-modal alignment and fusion
  • Use cases for multimodal AI

Domain 2: Image and Video Generation (25%)

  • Diffusion models and image generation
  • Text-to-image and image-to-image
  • Video generation fundamentals
  • NVIDIA Picasso and visual content creation
  • Image editing and inpainting

Domain 3: Text and Speech Modalities (20%)

  • LLMs for multimodal understanding
  • Text-to-speech and speech-to-text
  • NVIDIA Riva for speech AI
  • Audio processing fundamentals
  • Multimodal prompting

Domain 4: NVIDIA Multimodal Tools (15%)

  • NVIDIA NIM for multimodal models
  • NVIDIA NeMo for multimodal training
  • Build.nvidia.com for model exploration
  • NVIDIA AI Enterprise for deployment
  • Multimodal model APIs

Domain 5: Applications and Best Practices (15%)

  • Multimodal RAG (retrieval augmented generation)
  • Content moderation for multimodal content
  • Evaluation of multimodal systems
  • Ethical considerations
  • Real-world applications

Career Benefits

Job Opportunities

  • Multimodal AI Developer
  • AI Application Engineer
  • Computer Vision Engineer
  • Speech AI Developer
  • AI Solutions Architect