Google Cloud
Data Engineering, Big Data and ML on Google Cloud en Español Specialization
Google Cloud

Data Engineering, Big Data and ML on Google Cloud en Español Specialization

Ingeniería de datos en Google Cloud Platform. Desarrollo profesional en ingeniería de datos utilizando macrodatos y aprendizaje automático.

Taught in Spanish

3,768 already enrolled

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Specialization - 5 course series

Get in-depth knowledge of a subject

4.8

(291 reviews)

Intermediate level
Some related experience required
1 month at 10 hours a week
Flexible schedule
Learn at your own pace

Details to know

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Specialization - 5 course series

Get in-depth knowledge of a subject

4.8

(291 reviews)

Intermediate level
Some related experience required
1 month at 10 hours a week
Flexible schedule
Learn at your own pace

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Specialization - 5 course series

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

What you'll learn

  • Comprender las diferencias entre data lakes y los almacenes de datos, dos componentes claves de cualquier canalización de datos.

  • Explorar los usos de cada tipo de almacenamiento y analizar, técnicamente, data lake y otras soluciones de almacenaje de datos en Google Cloud.

  • Comprender el rol del ingeniero en datos y los beneficios de las canalizaciones de datos exitosas para las operaciones comerciales

  • Examinar por qué la ingeniería de datos se debe realizar en un entorno de nube

Building Batch Data Pipelines on GCP en Español

Course 317 hours4.6 (43 ratings)

What you'll learn

  • Revisar los diferentes métodos de carga de datos: EL, ELT y ETL, y cuándo corresponde usarlos

  • Ejecutar Hadoop en Dataproc, usar Cloud Storage y optimizar trabajos de Dataproc

  • Usar Dataflow para compilar sus canalizaciones de procesamiento de datos

  • Administrar canalizaciones de datos con Data Fusion y Cloud Composer

What you'll learn

  • Comprender casos de uso para el análisis de transmisiones en tiempo real

  • Usar el servicio de mensajería asíncrono de Pub/Sub para administrar eventos de datos

  • Escribir canalizaciones de transmisión y ejecutar transformaciones cuando sea necesario

  • Interoperar Dataflow, BigQuery y Pub/Sub para la transmisión y el análisis en tiempo real

What you'll learn

  • Comprender casos de uso para el análisis de transmisiones en tiempo real

  • ***

  • Comprender los dos aspectos de una canalización de transmisión: la producción y el consumo

  • Interoperar Dataflow, BigQuery y Pub/Sub para la transmisión y el análisis en tiempo real

Skills you'll gain

Category: Big Data
Category: Bigquery
Category: Machine Learning
Category: Google Cloud Platform

Instructor

Google Cloud Training
Google Cloud
1,449 Courses2,598,885 learners

Offered by

Google Cloud

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