September 2024
Intermediate to advanced
402 pages
13h 3m
Spanish
Content preview from Equipos eficaces de aprendizaje automático
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 8. Refactorización y gestión de la deuda técnica
Este trabajo se ha traducido utilizando IA. Agradecemos tus opiniones y comentarios: translation-feedback@oreilly.com
Los programas deben escribirse para que los lean las personas, y sólo incidentalmente para que los ejecuten las máquinas.
Harold Abelson, Estructura e interpretación de los programas informáticos (MIT Press)
Sin refactorización, el diseño interno -la arquitectura- del software tiende a decaer. A medida que la gente cambia el código para alcanzar objetivos a corto plazo, a menudo sin una comprensión plena de la arquitectura, el código pierde su estructura [...]. La pérdida de la estructura del código tiene un efecto acumulativo. Cuanto más difícil sea ver el diseño en el código, más difícil me resultará conservarlo, y más rápidamente decaerá. La refactorización regular ayuda a mantener el código en forma.
Martin Fowler, Refactorización: Mejorar el diseño del código existente (Addison-Wesley Professional)
Como profesionales del ML, sabemos que el código puede volverse desordenado, y normalmente mucho más rápido de lo que esperamos. Por lo general, el código para entrenar modelos ML está compuesto por código semi-boilerplate pegado en un largo cuaderno o script, generosamente salpicado de efectos secundarios -por ejemplo, sentencias de impresión, marcos de datos con impresiones bonitas, visualizaciones de datos- y normalmente sin pruebas automatizadas.
Aunque esto puede estar bien para los cuadernos destinados ...
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.