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Machine Learning Operations with Vertex AI: Model Evaluation

Google Cloud via Coursera

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Overview

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...

Syllabus

  • Welcome to the Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation
  • Introduction to Model Evaluation
  • Model Evaluation for Generative AI
  • Course Summary
Machine Learning Operations with Vertex AI: Model Evaluation
Go to Class

Google Cloud via Coursera

1 hour 47 minutes

Paid Certificate Available

English

On-Demand

Intermediate

Instructor

Google Cloud Training

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