Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 简体中文

Coursera MOOC / Non-credit USD 49

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Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 简体中文

About this course

"本课程能让机器学习从业者掌握评估生成式和预测式 AI 模型的基本工具、方法和最佳实践。要确保机器学习系统在实际运用中提供可靠、准确、高效的结果，做好模型评估至关重要。学员将深入了解各项评估指标、方法及如何在不同模型类型和任务中适当应用这些指标和方法。课程将着重介绍生成式 AI 模型带来的独特挑战，并提供有效解决这些挑战的策略。通过利用 Google Cloud 的 Vertex AI Platform，学员可学习如何在模型选择、优化和持续监控工作中实施卓有成效的评估流程。"

What you'll learn

Understand key evaluation metrics for AI models
Apply appropriate evaluation methods for different model types and tasks
Implement effective evaluation processes in model selection and optimization

Course objectives

Equip learners with the tools and best practices for evaluating AI models
Provide strategies for overcoming challenges in generative AI evaluations

Skills you'll gain

machine learning generative ai model optimization model evaluation predictive modeling data analysis vertex ai evaluation metrics ai best practices

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