Coursera
MOOC / Non-credit
0
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文
About this course
本課程針對評估生成式和預測式 AI 模型，向機器學習從業人員介紹相關的基礎工具、技術和最佳做法。模型評估是機器學習的重要領域，確保這類系統能在正式環境中提供可靠、準確且成效優異的結果。 學員將深入瞭解多種評估指標與方法，以及適用於不同模型類型和工作的應用方式。此外，也會特別介紹生成式 AI 模型帶來的獨特難題，並提供有效的應對策略。透過 Google Cloud Vertex AI 平台，學員將瞭解在模型挑選、最佳化和持續監控方面，該如何導入穩健的評估程序。
C
55/100
CourseAsk score
- What the provider tells you
- 23/45
- Who stands behind it
- 20/35
- How complete the listing is
- 12/20
Scores how much the provider publishes and who stands behind it — not how well it is taught.
What you'll learn
- understand evaluation metrics and methods for AI models
- apply evaluation techniques to different model types
- identify challenges in evaluating generative AI models
- implement evaluation processes using Google Cloud Vertex AI
Course objectives
- to equip learners with the skills necessary for effective model evaluation
- to enhance the reliability and accuracy of AI models in production environments
Machine Learning
Artificial Intelligence
#google cloud
#machine learning
#generative ai
#model optimization
#model evaluation
#vertex ai
#best practices
#evaluation metrics
#continuous monitoring
#predictive ai
$49.00
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