October 2024
Intermediate to advanced
268 pages
6h 56m
Spanish
Content preview from Escalando Python con Ray
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Capítulo 9. Datos avanzados con Ray
Este trabajo se ha traducido utilizando IA. Agradecemos tus opiniones y comentarios: translation-feedback@oreilly.com
A pesar de los rápidos avances de los ecosistemas de datos, o quizás debido a ellos, es probable que acabes necesitando utilizar varias herramientas como parte de tu canalización de datos. Ray Datasets permite compartir datos entre herramientas de los ecosistemas de datos y ML. Esto te permite cambiar de herramienta sin tener que copiar o mover datos. Ray Datasets es compatible con Spark, Modin, Dask y Mars, y también puede utilizarse con herramientas de ML como TensorFlow. También puedes utilizar Arrow con Ray para permitir que más herramientas trabajen sobre los Conjuntos de Datos, como R o incluso MATLAB. Los Conjuntos de Datos Ray actúan como un formato común para todos los pasos de tu canalización ML, simplificando las canalizaciones heredadas.
Todo se reduce a esto: puedes utilizar el mismo conjunto de datos en varias herramientas sin preocuparte de los detalles. Internamente, muchas de estas herramientas tienen sus propios formatos, pero Ray y Arrow gestionan las traducciones de forma transparente.
Además de simplificar tu uso de las distintas herramientas, Ray también dispone de una creciente colección de operaciones incorporadas para los Conjuntos de Datos. Estas operaciones incorporadas se están desarrollando activamente y no pretenden ser tan completas como las de las herramientas de datos construidas sobre Ray.
Consejo ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.