Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation

IntermediárioNível de habilidade

Atualizado 07/2026

Gain a deep understanding of various evaluation metrics, methodologies, and their appropriate application across different model types and tasks.

Descrição do curso

This course equips machine learning practitioners with the essential tools, techniques, and best practices for evaluating both generative and predictive AI models. Model evaluation is a critical discipline for ensuring that ML systems deliver reliable, accurate, and high-performing results in production.Participants will gain a deep understanding of various evaluation metrics, methodologies, and their appropriate application across different model types and tasks. The course will emphasize the unique challenges posed by generative AI models and provide strategies for tackling them effectively. By leveraging Google Cloud's Vertex AI platform, participants will learn how to implement robust evaluation processes for model selection, optimization, and continuous monitoring.

Pré-requisitos

Não há pré-requisitos para esse curso

Welcome to the Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation

This module covers the course objectives and provides an overview of the course structure.

Descrição do curso

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