Advanced Certificate in Evaluating Generative AI Models
-- ViewingNowThe Advanced Certificate in Evaluating Generative AI Models is a comprehensive course designed to equip learners with the essential skills required to evaluate and implement generative AI models in real-world scenarios. This course is of utmost importance in today's technology-driven world, where AI models are increasingly being used to automate complex tasks and generate data.
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โข Advanced Introduction to Generative AI Models
โข Fundamentals of Probability and Statistics in AI
โข Types of Generative Models: GANs, VAEs, and Transformers
โข Evaluation Metrics for Generative AI Models
โข Quality Assessment: Quantitative and Qualitative Methods
โข Evaluating Text Generation: Perplexity, BLEU, and ROUGE
โข Evaluating Image Generation: Inception Score, Frechet Inception Distance, and Precision-Recall
โข Practical Evaluation: Human Evaluation and A/B Testing
โข Emerging Topics and Challenges in Evaluating Generative AI Models
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