Gain the essential tools, techniques, and best practices to evaluate generative and predictive AI models with Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation, developed by Google Cloud and delivered on edX.
This course covers the critical discipline of model evaluation, which ensures that machine learning (ML) systems deliver reliable, accurate, and high performing outcomes in production. You’ll also have opportunities to explore the unique challenges posed by generative AI models, and learn strategies to tackle them effectively. Leveraging Google Cloud's Vertex AI platform, you’ll be able to implement robust evaluation processes for model selection, optimization, and continuous monitoring.
By the end of the course, you’ll have a deep understanding of various evaluation metrics, methodologies, and their appropriate application across different model types and tasks.
