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Exam 1 - NVIDIA-Certified Associate: Generative AI Multimodal (NCA-GENM)
Core Machine Learning and AI Knowledge - Part 1 (01 Fundamentals of Machine Learning (feature engineering, model comparison, cross validation) 02 Introduction to Multimodal Loss Functions 03 What is a Gradient in Machine Learning 04 Understand nonsequential neural networks and residual connections 05 Control stability of training in multimodal settings)
Exam 2 - NVIDIA-Certified Associate: Generative AI Multimodal (NCA-GENM)
Design statistical analysis for evaluating multimodal pipelines Multimodal-specific transfer learning Familiarity with emerging multimodal trends and technologies Design, development, and deployment of energy-efficient and trustworthy multimodal AI models Use prompt engineering principles to create prompts to achieve desired results Understand deep learning frameworks such as TensorFlow or PyTorch