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.

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Get in-depth knowledge of a subject
4.8

(293 reviews)

Intermediate level
Some related experience required
4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.8

(293 reviews)

Intermediate level
Some related experience required
4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

Details to know

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Taught in Spanish

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Specialization - 4 course series

What you'll learn

  • Distinguir entre data lakes y almacenes de datos.

  • Explorar los casos de uso de cada tipo de almacenamiento y las soluciones de data lakes y almacenes de datos disponibles en Google Cloud.

  • Analizar el rol del ingeniero de 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.

Skills you'll gain

Category: Data Management
Category: Data Lakes
Category: Data Pipelines
Category: Business Process
Category: Data Security
Category: Google Cloud Platform
Category: Cloud Storage
Category: Data Warehousing
Category: Data Architecture
Category: Data Infrastructure
Category: Scalability
Category: SQL

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.

  • Compilar tus canalizaciones para el procesamiento de datos con Dataflow.

  • Administrar canalizaciones de datos con Data Fusion y Cloud Composer.

Skills you'll gain

Category: Serverless Computing
Category: Apache Hive
Category: Apache Hadoop
Category: Performance Tuning
Category: Data Pipelines
Category: Google Cloud Platform
Category: Data Processing
Category: PySpark
Category: Data Migration
Category: Extract, Transform, Load
Category: Dataflow
Category: Apache Spark
Category: Data Transformation
Category: Big Data
Category: Data Integration

What you'll learn

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

  • Administrar eventos de datos con el servicio de mensajería asíncrono de Pub/Sub

  • 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

Skills you'll gain

Category: Analytics
Category: Performance Tuning
Category: Data Pipelines
Category: Real Time Data
Category: Google Cloud Platform
Category: Data Processing
Category: Query Languages
Category: Data Storage Technologies
Category: Big Data
Category: Scalability

What you'll learn

  • Distinguir entre AA, IA y aprendizaje profundo

  • Analizar el uso de las APIs de AA en datos no estructurados

  • Ejecutar comandos de BigQuery desde notebooks

  • Crear modelos de AA con la sintaxis de SQL en BigQuery

Skills you'll gain

Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Tensorflow
Category: Natural Language Processing
Category: MLOps (Machine Learning Operations)
Category: Data Pipelines
Category: Google Cloud Platform
Category: Unstructured Data
Category: Big Data
Category: Machine Learning

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Instructor

Google Cloud Training
Google Cloud
1,839 Courses3,439,444 learners

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Google Cloud

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