Google Cloud
Machine Learning with TensorFlow on Google Cloud en Español Specialization
Google Cloud

Machine Learning with TensorFlow on Google Cloud en Español Specialization

Descubra el AA con Google Cloud. Experimentación en el mundo real con AA de extremo a extremo.

Taught in Spanish

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Specialization - 5 course series

Get in-depth knowledge of a subject

4.7

(196 reviews)

Intermediate level
Some related experience required
2 months 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

4.7

(196 reviews)

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

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Specialization - 5 course series

How Google does Machine Learning en Español

Course 115 hours4.6 (222 ratings)

What you'll learn

  • Describir Vertex AI Platform y cómo se utiliza para crear, entrenar e implementar modelos de aprendizaje de AutoML sin escribir una línea de código.

  • Describir las prácticas recomendadas para implementar el aprendizaje automático en Google Cloud.

  • Aprovechar las herramientas y el entorno de Google Cloud Platform para realizar el AA.

  • Definir las prácticas recomendadas de la IA responsable.

Launching into Machine Learning en Español

Course 218 hours4.7 (114 ratings)

What you'll learn

  • Describir cómo mejorar la calidad de los datos y realizar análisis exploratorios de datos

  • Compilar y entrenar modelos de AutoML con Vertex AI y BigQuery ML

  • Optimizar y evaluar los modelos mediante las funciones de pérdida y las métricas de rendimiento

  • Crear conjuntos de datos de entrenamiento, evaluación y prueba repetibles y escalables

Intro to TensorFlow en Español

Course 318 hours4.4 (128 ratings)

What you'll learn

Skills you'll gain

Category: Tensorflow
Category: Python Programming
Category: Machine Learning
Category: Feature Engineering

Feature Engineering en Español

Course 414 hours4.4 (30 ratings)

What you'll learn

  • Usar Vertex AI Feature Store

  • Describir cómo ir de los datos sin procesar a los atributos y realizar ingeniería de atributos

  • Realizar el procesamiento previo de atributos con Apache Beam y Cloud DataFlow

  • Usar tf.Transform

Art and Science of Machine Learning en Español

Course 519 hours4.6 (37 ratings)

What you'll learn

  • Generalizar un modelo de AA usando técnicas de regularización

  • Ajustar el tamaño del lote y la tasa de aprendizaje para mejorar el rendimiento del modelo

  • Optimizar el modelo

  • Aplicar los conceptos en el código de TensorFlow

Instructor

Google Cloud Training
Google Cloud
1,306 Courses2,494,956 learners

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Google Cloud

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