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

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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

What you'll learn

Details to know

Shareable certificate

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Taught in Spanish

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Specialization - 4 course series

What you'll learn

  • Diferencia entre un data lake, un almacén de datos y un data lakehouse

  • Explica el concepto de data lakehouse y cómo aborda las limitaciones de los data lakes y almacenes de datos tradicionales

  • Identifica varias fuentes de datos que BigQuery puede consultar

  • Reconoce las capacidades de usar BigQuery para crear modelos de IA y acceder a ellos

Skills you'll gain

Category: Google Cloud Platform
Category: Data Warehousing
Category: Cloud Storage
Category: Data Lakes
Category: Scalability
Category: Big Data
Category: Relational Databases
Category: SQL
Category: Data Architecture
Category: Cloud Engineering
Category: Data Pipelines
Category: Data Integration
Category: Data Infrastructure

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

What you'll learn

  • Transferir y administrar datos de transmisión con Pub/Sub y el Servicio administrado para Apache Kafka

  • Crear e implementar canalizaciones de datos de transmisión con Dataflow

  • Implementar soluciones de transmisión de datos para la entrega de aplicaciones y el análisis en tiempo real con BigQuery y Bigtable

Skills you'll gain

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

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: Google Cloud Platform
Category: Jupyter
Category: Artificial Intelligence
Category: Natural Language Processing
Category: Unstructured Data
Category: Machine Learning
Category: Image Analysis
Category: Predictive Modeling
Category: Model Deployment
Category: Advanced Analytics

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Instructor

Google Cloud Training
Google Cloud
2,020 Courses3,779,342 learners

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Google Cloud

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