"En este curso, se aplica un enfoque real en el flujo de trabajo del AA a travĆ©s de un caso de Ć©xito. Un equipo de AA trabaja con varios requisitos empresariales y casos de uso de AA. El equipo debe comprender las herramientas necesarias para la administraciĆ³n de los datos y considerar el mejor enfoque para su procesamiento previo.
Machine Learning in the Enterprise - EspaƱol
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Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
17 hours to complete
3 weeks at 5 hours a week
Flexible schedule
Learn at your own pace
What you'll learn
Describir las opciones de organizaciĆ³n, administraciĆ³n y procesamiento previo de datos
Identificar cuƔndo se deben usar Vertex AutoML, BigQuery ML y el entrenamiento personalizado
Implementar el ajuste de hiperparƔmetros de Vertex Vizier
Explicar cĆ³mo crear predicciones por lotes y en lĆnea, configurar la supervisiĆ³n de modelos y crear canalizaciones con Vertex AI
Details to know
Shareable certificate
Add to your LinkedIn profile
Assessments
6 assignments
Taught in Spanish
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There are 10 modules in this course
En este mĆ³dulo, se brinda una descripciĆ³n general del curso y sus objetivos.
What's included
1 video
En este mĆ³dulo se abordan el flujo de trabajo del AA empresarial y el propĆ³sito de cada paso.
What's included
2 videos1 reading1 assignment
En este mĆ³dulo, se revisan las herramientas de administraciĆ³n de datos empresariales de Google: Feature Store, Data Catalog, Dataplex y Analytics Hub.
What's included
9 videos1 reading1 assignment1 app item
En este mĆ³dulo, se analizan el arte y la ciencia del aprendizaje automĆ”tico y las redes neuronales. TambiĆ©n hablaremos sobre cĆ³mo entrenar modelos de AA personalizados con Vertex AI.
What's included
7 videos2 readings1 assignment1 app item
En este mĆ³dulo, veremos cĆ³mo ajustar los hiperparĆ”metros con Vertex AI Vizier.
What's included
3 videos1 reading1 assignment1 app item
En este mĆ³dulo, se abordarĆ” la predicciĆ³n y la supervisiĆ³n de modelos de Vertex AI. Primero, analizaremos las predicciones por lotes y en lĆnea a travĆ©s de contenedores precompilados y personalizados. Luego, revisaremos la supervisiĆ³n de modelos, que es un servicio para administrar el rendimiento de los modelos de AA.
What's included
4 videos1 reading1 assignment1 app item
En este mĆ³dulo, se abordan las canalizaciones de Vertex AI y cĆ³mo compilarlas para organizar tu flujo de trabajo de AA.
What's included
3 videos2 readings1 assignment2 app items
En este mĆ³dulo, se revisan las prĆ”cticas recomendadas para una serie de procesos de aprendizaje automĆ”tico en Vertex AI.
What's included
5 videos1 reading
Este mĆ³dulo es un resumen del curso Machine Learning in the Enterprise.
What's included
4 readings
Este mĆ³dulo es un resumen de la serie del curso sobre aprendizaje automĆ”tico en Google Cloud.
What's included
1 video1 reading
Instructor
Offered by
Recommended if you're interested in Cloud Computing
Google Cloud
Google Cloud
Google Cloud
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Frequently asked questions
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. Youāll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. Youāll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.
More questions
Financial aid available,