이 과정은 머신러닝 실무자에게 생성형 AI 모델과 예측형 AI 모델을 평가하는 데 필요한 도구, 기술, 권장사항을 제공합니다. 모델 평가는 프로덕션 단계의 ML 시스템이 안정적이고 정확하고 성능이 우수한 결과를 제공할 수 있게 하는 중요한 분야입니다.
MMachine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 한국어
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MMachine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 한국어
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
예측형 AI와 생성형 AI의 모델 평가가 무엇이 다른지 이해하고 MLOps 수명 주기에서 모델 평가의 중요한 역할을 인식합니다.
다양한 생성형 AI 작업에 적합한 평가 측정항목을 파악하고 적용합니다.
계산 기반 방법과 모델 기반 방법을 비롯해 Vertex AI의 다양한 평가 서비스를 사용하여 효과적으로 생성형 AI를 평가합니다.
프로덕션 환경에서 강력하고 안정적으로 모델을 배포할 수 있도록 LLM 평가 권장사항을 실현합니다.
Skills you'll gain
Tools you'll learn
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Assessments
2 assignments
Taught in Korean
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There are 4 modules in this course
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