La incorporación del aprendizaje automático en las canalizaciones de datos aumenta la capacidad de las empresas para extraer estadísticas de sus datos. En este curso, veremos numerosas formas de incluir el aprendizaje automático en las canalizaciones de datos de Google Cloud según el nivel de personalización que se necesite. Para una personalización escasa o nula, en el curso se aborda AutoML. Para obtener más capacidades de aprendizaje automático a medida, el curso presenta Notebooks y BigQuery Machine Learning (BigQuery ML). Además, en este curso se aborda cómo llevar a producción soluciones de aprendizaje automático con Kubeflow. Los estudiantes obtendrán experiencia práctica en la creación de modelos de aprendizaje automático en Google Cloud con Qwiklabs.
Smart Analytics, Machine Learning, and AI on GCP en Español
This course is part of multiple programs.
Taught in Spanish
Instructor: Google Cloud Training
1,517 already enrolled
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(40 reviews)
What you'll learn
Comprender casos de uso para el análisis de transmisiones en tiempo real
***
Comprender los dos aspectos de una canalización de transmisión: la producción y el consumo
Interoperar Dataflow, BigQuery y Pub/Sub para la transmisión y el análisis en tiempo real
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There are 8 modules in this course
En este módulo, presentamos el curso y el temario
What's included
1 video
Este módulo trata sobre las opciones de AA en Google Cloud
What's included
4 videos1 quiz
Este módulo se enfoca en el uso de API de AA previamente creadas en sus datos no estructurados
What's included
5 videos1 quiz1 app item
Este módulo abarca el uso de Notebooks
What's included
4 videos1 quiz1 app item
En este módulo, se explica la creación de modelos de AA personalizados y se presentan Kubeflow y AI Hub
What's included
6 videos1 quiz1 app item
Este módulo se trata de BigQuery ML
What's included
6 videos1 quiz2 app items
Creación de modelos personalizados con AutoML
What's included
6 videos1 quiz
Este módulo es un resumen de los temas abordados en el curso
What's included
1 video
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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.