"En este curso, se aplica un enfoque real en el flujo de trabajo del AA a través de un caso de éxito. Un equipo de AA trabaja con varios requisitos empresariales y casos de uso de AA. El equipo debe comprender las herramientas necesarias para la administración de los datos y considerar el mejor enfoque para su procesamiento previo.
Machine Learning in the Enterprise - Español
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 organización, administración y procesamiento previo de datos
Identificar cuándo se deben usar Vertex AutoML, BigQuery ML y el entrenamiento personalizado
Implementar el ajuste de hiperparámetros de Vertex Vizier
Explicar cómo crear predicciones por lotes y en línea, configurar la supervisión de modelos y crear canalizaciones con Vertex AI
Details to know
Shareable certificate
Add to your LinkedIn profile
Assessments
6 assignments
Taught in Spanish
See how employees at top companies are mastering in-demand skills
Earn a career certificate
Add this credential to your LinkedIn profile, resume, or CV
Share it on social media and in your performance review
There are 10 modules in this course
En este módulo, se brinda una descripción general del curso y sus objetivos.
What's included
1 video
En este módulo se abordan el flujo de trabajo del AA empresarial y el propósito de cada paso.
What's included
2 videos1 reading1 assignment
En este módulo, se revisan las herramientas de administración de datos empresariales de Google: Feature Store, Data Catalog, Dataplex y Analytics Hub.
What's included
9 videos1 reading1 assignment1 app item
En este módulo, se analizan el arte y la ciencia del aprendizaje automático y las redes neuronales. También hablaremos sobre cómo entrenar modelos de AA personalizados con Vertex AI.
What's included
7 videos2 readings1 assignment1 app item
En este módulo, veremos cómo ajustar los hiperparámetros con Vertex AI Vizier.
What's included
3 videos1 reading1 assignment1 app item
En este módulo, se abordará la predicción y la supervisión de modelos de Vertex AI. Primero, analizaremos las predicciones por lotes y en línea a través de contenedores precompilados y personalizados. Luego, revisaremos la supervisión 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 módulo, se abordan las canalizaciones de Vertex AI y cómo compilarlas para organizar tu flujo de trabajo de AA.
What's included
3 videos2 readings1 assignment2 app items
En este módulo, se revisan las prácticas recomendadas para una serie de procesos de aprendizaje automático en Vertex AI.
What's included
5 videos1 reading
Este módulo es un resumen del curso Machine Learning in the Enterprise.
What's included
4 readings
Este módulo es un resumen de la serie del curso sobre aprendizaje automático en Google Cloud.
What's included
1 video1 reading
Instructor
Offered by
Recommended if you're interested in Cloud Computing
Universidad de los Andes
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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. You’ll 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. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.