Google Cloud
Google Cloud Big Data and Machine Learning Fundamentals en Español
Google Cloud

Google Cloud Big Data and Machine Learning Fundamentals en Español

This course is part of multiple programs.

Taught in Spanish

21,653 already enrolled

Included with Coursera Plus

Course

Gain insight into a topic and learn the fundamentals

4.7

(693 reviews)

|

97%

Beginner level
No prior experience required
8 hours (approximately)
Flexible schedule
Learn at your own pace

What you'll learn

  • Identificar el ciclo de vida de datos a IA en Google Cloud y los productos principales de macrodatos y aprendizaje automático

  • Diseñar canalizaciones de transmisión con Dataflow y Pub/Sub

  • Analizar macrodatos a gran escala con BigQuery

  • Identificar diferentes opciones para crear soluciones de aprendizaje automático en Google Cloud

Details to know

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Assessments

5 assignments

Course

Gain insight into a topic and learn the fundamentals

4.7

(693 reviews)

|

97%

Beginner level
No prior experience required
8 hours (approximately)
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

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There are 7 modules in this course

En esta sección, se da la bienvenida al curso Big Data and Machine Learning Fundamentals y se proporciona una descripción general de la estructura y los objetivos del curso.

What's included

2 videos1 reading

En esta sección, se exploran los componentes clave de la infraestructura de Google Cloud. Además, se presentan muchos de los productos y servicios de macrodatos y aprendizaje automático involucrados en el ciclo de vida de datos a IA en Google Cloud.

What's included

10 videos1 reading1 assignment1 app item

En esta sección, se presenta la solución de Google Cloud para administrar datos de transmisión. Además, se examina una canalización de extremo a extremo, lo que incluye la transferencia de datos con Pub/Sub, el procesamiento de datos con Dataflow y la visualización de datos con Looker y Data Studio.

What's included

9 videos1 reading1 assignment1 app item

En esta sección, los estudiantes aprenderán sobre BigQuery, el almacén de datos sin servidores completamente administrado de Google. También explorarán BigQuery ML, así como los comandos clave y los procesos utilizados para crear modelos personalizados de aprendizaje automático.

What's included

9 videos1 reading1 assignment1 app item

En esta sección, se exploran las cuatro opciones diferentes para crear modelos de aprendizaje automático en Google Cloud. También se presenta Vertex AI, la plataforma unificada de Google para crear y administrar el ciclo de vida de los proyectos de AA.

What's included

8 videos1 reading1 assignment

Esta sección se enfoca en las tres fases clave del flujo de trabajo de aprendizaje automático en Vertex AI: preparación de datos, entrenamiento del modelo y preparación del modelo. Los alumnos tendrán la oportunidad de practicar la creación de un modelo de aprendizaje automático con AutoML.

What's included

8 videos1 reading1 assignment1 app item

En esta sección, se revisan los temas que se abordaron en el curso y se proporcionan recursos adicionales para un mayor aprendizaje.

What's included

1 video

Instructor

Instructor ratings
4.8 (184 ratings)
Google Cloud Training
Google Cloud
1,396 Courses2,564,175 learners

Offered by

Google Cloud

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