September 2024
Intermediate to advanced
402 pages
13h 3m
Spanish
Content preview from Equipos eficaces de aprendizaje automático
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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. MLOps y Entrega Continua para ML (CD4ML)
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Que la ansiedad haga su aparición es el eje sobre el que gira todo.
Søren Kierkegaard, El concepto de angustia
Son las 10:36 de la mañana. Dana está formando pareja con Ted, un ingeniero de infraestructuras, para implementar el nuevo modelo en el que su equipo lleva trabajando varios meses. La energía en la sala se mezcla con determinación y ansiedad: es un nuevo modelo para un lanzamiento de alto perfil. Llevan tres semanas probando el modelo, pero el siguiente obstáculo -la implementación en producción- suele estar plagado de problemas y numerosos reintentos.
Mientras navegaban por la laberíntica red de scripts de implementación, archivos de configuración y componentes de infraestructura, Dana no podía evitar sentir que algo iba mal. No estaba segura de que su conjunto de datos de prueba fuera representativo de lo que el modelo vería en producción. No ayudaba que la complejidad del sistema fuera tan abrumadora: el gran número de piezas móviles hacía difícil hacerse una idea de dónde podían ir mal las cosas.
Son las 12:45. Dana y Ted han completado el último de los procedimientos de implementación hace 10 minutos, pero el goteo de alertas es un cruel recordatorio de que algo ha ido mal.
Son las 19:10. Tras horas de resolución de problemas, por fin se ha implementado una solución. Dana y Ted exhalan aliviados ...
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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.