Generative AI Multimodal

Topics covered in the exam include:

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

We recommend the following activities to prepare for this exam.

• Generative AI Explained (self-paced course, 2 hours, free) 
• Getting Started With Deep Learning (self-paced course, 8 hours, $90)
  or
  Fundamentals of Deep Learning (instructor-led workshop, 8 hours, $500) 
• Fundamentals of Accelerated Data Science (instructor-led workshop, 8 hours, $500) 
• Get Started With Highly Accurate Custom ASR for Speech AI (self-paced course, 3 hours, $30)  
• Building Conversational AI Applications​ (instructor-led workshop, 8 hours, $500) 
• Introduction to Transformer-Based Natural Language Processing (self-paced course, 6 hours, $30)
• Generative AI With Diffusion Models​ (self-paced course, 8 hours, $90)
  or
  Generative AI With Diffusion Models (instructor-led workshop, 8 hours, $500) 
• Deploying a Model for Inference at Production Scale (self-paced course, 4 hours, $30) 
• Efficient Large Language Model (LLM) Customization (instructor-led workshop, 8 hours, $500)
• Prompt Engineering With LLaMA-2 (self-paced course, 3 hours, $30)
• Rapid Application Development Using Large Language Models (LLMs) (instructor-led workshop, 8 hours, $500) 
• Computer Vision for Industrial Inspection (instructor-led workshop, 8 hours, $500) 
• Applications of AI for Anomaly Detection (instructor-led workshop, 8 hours, $500)
  
• Applications of AI for Predictive Maintenance (instructor-led workshop, 8 hours, $500)

• High-Resolution Image Synthesis via Two-Stage Generative Models (on-demand video, 35 minutes) ​
• Accelerated Creative AI—Using NVIDIA-Optimized Image Generation for Media and Entertainment​ (on-demand webinar, 1 hour) 
• Building Lifelike Digital Avatars With NVIDIA ACE Microservices​ (blog,15 minutes) 
• The Future of Generative AI for Content Creation (on-demand video, 35 minutes) ​