"En este curso, los profesionales del aprendizaje automático aprenderán a utilizar las herramientas, las técnicas y las prácticas recomendadas indispensables para evaluar los modelos de IA generativa y predictiva. La evaluación de modelos es una disciplina esencial para garantizar que los sistemas de AA arrojen resultados confiables, exactos y de alto rendimiento en la producción.
MLOps with Vertex AI: Model Evaluation - Español
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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
Entender los matices de la evaluación de modelos, reconociendo su rol esencial en el ciclo de vida de MLOps
Identificar y aplicar las métricas de evaluación apropiadas para las distintas tareas de la IA generativa
Evaluar de forma eficiente la IA generativa con los distintos servicios de evaluación de Vertex AI
Implementar las prácticas recomendadas para la evaluación de LLM y garantizar la implementación sólida y confiable del modelo
Details to know
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Recently updated!
January 2025
Assessments
2 assignments
Taught in Spanish
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There are 4 modules in this course
En este módulo, se describen los objetivos del curso y se brinda una descripción general de su estructura.
What's included
1 video
En este módulo, se presentan los desafíos de evaluación de modelos y las soluciones que ofrece Vertex AI.
What's included
3 videos1 reading1 assignment
En este módulo, se describen los desafíos que se presentan en la evaluación de las tareas de la IA generativa y las prácticas recomendadas para superar estos desafíos. Además, se abordan distintos tipos de servicios de evaluación de modelos disponibles en Vertex AI y, luego, se presentan los servicios de evaluación de Vertex AI: métricas automáticas, evaluación automática en paralelo y de sesgo de seguridad.
What's included
7 videos1 reading1 assignment
En este módulo, se proporciona un resumen de todo el curso, que aborda los conceptos, las herramientas, las tecnologías y los productos más importantes.
What's included
1 video
Instructor
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Frequently asked questions
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.