Google Cloud
Machine Learning in the Enterprise - Español
Google Cloud

Machine Learning in the Enterprise - Español

Taught in English

Course

Gain insight into a topic and learn the fundamentals

Intermediate level
Some related experience required
25 hours to complete
3 weeks at 8 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Describa la gestión de datos, la gobernanza y las opciones de preprocesamiento.

  • Identifique cuándo usar Vertex AutoML, BigQuery ML y modelos personalizados.

  • Implemente Vertex Vizier Hyperparameter Tuning.

  • Explique cómo crear predicciones por lotes y en línea, configure el monitoreo de modelos y cree canalizaciones usando Vertex AI.

Details to know

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Assessments

6 quizzes

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There are 10 modules in this course

En este módulo, se brinda una descripción general del curso y sus objetivos.

What's included

1 video

En este módulo se abordan el flujo de trabajo del AA empresarial y el propósito de cada paso.

What's included

2 videos1 reading1 quiz

En este módulo, se revisan las herramientas de administración de datos empresariales de Google: Feature Store, Data Catalog, Dataplex y Analytics Hub.

What's included

9 videos1 reading1 quiz1 app item

En este módulo, se analizan el arte y la ciencia del aprendizaje automático y las redes neuronales. También hablaremos sobre cómo entrenar modelos de AA personalizados con Vertex AI.

What's included

8 videos2 readings1 quiz1 app item

En este módulo, veremos cómo ajustar los hiperparámetros con Vertex AI Vizier.

What's included

3 videos1 reading1 quiz2 app items

En este módulo, se abordará la predicción y la supervisión de modelos de Vertex AI. Primero analizaremos las predicciones por lotes y en línea mediante contenedores precompilados y personalizados y, luego, revisaremos la supervisión de modelos, que es un servicio para administrar el rendimiento de los modelos de AA.

What's included

4 videos1 reading1 quiz2 app items

En este módulo, se abordan las canalizaciones de Vertex AI y cómo compilarlas para organizar su flujo de trabajo de AA.

What's included

3 videos2 readings1 quiz2 app items

En este módulo, se revisan las prácticas recomendadas para una serie de procesos de aprendizaje automático en Vertex AI.

What's included

5 videos1 reading

Este módulo es un resumen del curso Machine Learning in the Enterprise.

What's included

4 readings

Este módulo es un resumen de la serie del curso sobre aprendizaje automático en Google Cloud.

What's included

1 video1 reading

Instructor

Google Cloud Training
Google Cloud
1,293 Courses2,452,390 learners

Offered by

Google Cloud

Recommended if you're interested in Cloud Computing

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