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

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Overview

"Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation" is a hands-on course tailored for data scientists, ML engineers, and MLOps practitioners focused on optimizing machine learning workflows using Google Cloud’s Vertex AI platform. This course specifically covers the critical phase of model evaluation within the MLOps lifecycle, ensuring that deployed models perform reliably, fairly, and efficiently in production environments. Participants will learn how to design and implement robust evaluation strategies using Vertex AI tools, including metrics tracking, validation techniques, and...

Syllabus

Welcome to the Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation 1min
Introduction to Model Evaluation 19mins
Model Evaluation for Generative AI 43mins
Course Summary 1min