このコースでは、ML の実務担当者に、生成 AI モデルと予測 AI モデルの両方を評価するための重要なツール、手法、ベスト プラクティスを身につけていただきます。モデル評価は、ML システムが本番環境で信頼性が高く、正確で、高性能な結果を確実に提供するための重要な分野です。
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 日本語版
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Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 日本語版
Instructor: Google Cloud Training
Included with
Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
2 hours to complete
Flexible schedule
Learn at your own pace
What you'll learn
予測 AI と生成 AI の両方におけるモデル評価のニュアンスを理解し、MLOps ライフサイクル内での重要な役割を認識する。
さまざまな生成 AI タスクに適切な評価指標を特定して適用する。
コンピューティング ベースとモデルベースの両方の方法を含む、Vertex AI の多様な評価サービスを使用して、生成 AI を効率的に評価する。
LLM 評価のベスト プラクティスを実装して、本番環境での堅牢で信頼性の高いモデルのデプロイを保証する。
Skills you'll gain
Tools you'll learn
Details to know
Shareable certificate
Add to your LinkedIn profile
Assessments
2 assignments
Taught in Japanese
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There are 4 modules in this course
Instructor
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