Google Cloud
ML Pipelines on Google Cloud en Español
Google Cloud

ML Pipelines on Google Cloud en Español

Taught in Spanish

Course

Gain insight into a topic and learn the fundamentals

Advanced level
Designed for those already in the industry
10 hours to complete
3 weeks at 3 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Desarrolle una comprensión general de los componentes de canalizaciones estándar de TFX.

  • Aprenda a usar un contexto interactivo de TFX para desarrollar prototipos de canalizaciones de TFX.

  • Entrenamiento continuo con modelos de TensorFlow, PyTorch, XGBoost y scikit-learn con KubeFlow y AI Platform Pipelines

  • Realice un entrenamiento continuo con Composer y MLFlow

Details to know

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Assessments

7 quizzes

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There are 9 modules in this course

En este módulo, se describe la organización del curso

What's included

2 videos

En este módulo, se presenta TensorFlow Extended (o TFX) y se abordan los conceptos y componentes de TFX

What's included

7 videos1 quiz1 app item

Esto es lo que abordaremos en este módulo:

What's included

4 videos1 quiz1 app item

Esto es lo que abordaremos en este módulo:

What's included

4 videos1 quiz1 app item

Este módulo trata sobre el uso de metadatos de TFX para la administración de artefactos

What's included

3 videos1 quiz1 app item

En este módulo, se aborda el entrenamiento continuo con múltiples SDK, Kubeflow y AI Platform Pipelines

What's included

5 videos1 quiz1 app item

En este módulo, se aborda el entrenamiento continuo con Cloud Composer

What's included

6 videos1 quiz1 app item

En este módulo, se presenta MLflow y sus componentes

What's included

9 videos1 quiz

En este módulo, se describe un resumen del curso

What's included

1 video

Instructor

Google Cloud Training
Google Cloud
1,304 Courses2,482,598 learners

Offered by

Google Cloud

Recommended if you're interested in Machine Learning

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