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

中級スキルレベル

更新日 2026/07

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

コース説明

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.

前提条件

このコースに受講要件はありません

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.

コース説明

修了証明書を取得

.css-nklxlk{color:var(--wf-brand--main, #03EF62);}19百万人を超える学習者と共にMachine Learning Operations (MLOps) with Vertex AI: Model Evaluationを始めましょう！

無料アカウントを作成

DataCamp for Mobileでデータスキルを磨きましょう

19百万人を超える学習者と共にMachine Learning Operations (MLOps) with Vertex AI: Model Evaluationを始めましょう！