¿Cuáles son las prácticas recomendadas para implementar el aprendizaje automático en Google Cloud? ¿Qué es Vertex AI y cómo se puede utilizar la plataforma para crear, entrenar e implementar rápidamente modelos de aprendizaje automático de AutoML sin escribir una sola línea de código? ¿Qué es el aprendizaje automático? ¿Qué tipos de problemas puede solucionar?
How Google does Machine Learning en Español
This course is part of Machine Learning with TensorFlow on Google Cloud en Español Specialization
Instructor: Google Cloud Training
9,513 already enrolled
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(233 reviews)
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.
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There are 8 modules in this course
Este módulo es una introducción a la serie del curso y a los expertos de Google que lo impartirán.
What's included
2 videos
En este módulo, se aborda la creación de una estrategia de datos en torno al aprendizaje automático.
What's included
7 videos1 reading1 quiz
En este módulo, se comparten los conocimientos organizacionales que Google ha adquirido a lo largo de los años.
What's included
7 videos1 reading1 quiz
Todo aprendizaje automático comienza con algún tipo de objetivo, ya sea un caso de uso empresarial o académico, o un propósito que se intenta lograr. En este módulo, se revisa el proceso para determinar si el modelo está listo para producción, luego de la fase de “prueba de concepto” o “experimentación”.
What's included
9 videos1 reading1 quiz2 app items
En este módulo, se exploran los notebooks administrados y los notebooks administrados por el usuario para el desarrollo del aprendizaje automático en Vertex AI.
What's included
4 videos1 reading1 quiz1 app item
En este módulo, se revisan las prácticas recomendadas para una serie de procesos de aprendizaje automático en Vertex AI.
What's included
4 videos1 reading1 quiz
En este módulo, se analiza por qué los sistemas de aprendizaje automático no son exactos de forma predeterminada, y algunos de los aspectos que hay que tener en cuenta a la hora de infundir el AA en los productos.
What's included
7 videos1 reading1 quiz
Este módulo es un resumen del curso Cómo trabaja Google con el aprendizaje automático.
What's included
4 readings
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