September 2024
Intermediate to advanced
448 pages
13h 5m
Spanish
Content preview from Aprendizaje profundo a escala
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Capítulo 1. Lo que la naturaleza y la historia nos han enseñado sobre la escala
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Lo que funciona a escala puede ser diferente de escalar lo que funciona.
-Rohini Nilekani
El objetivo principal de este libro es presentar información valiosa que te permita escalar de forma eficiente y eficaz tu carga de trabajo de aprendizaje profundo. En este capítulo introductorio, consideraremos qué significa escalar y cómo determinar cuándo empezar a escalar. Nos sumergiremos en la ley general del escalado y nos inspiraremos en la "naturaleza" como el sistema más escalable. También examinaremos la evolución de las tendencias en el aprendizaje profundo y analizaremos cómo la innovación en hardware, software, datos y algoritmos está convergiendo para potenciar el aprendizaje profundo a escala. Por último, exploraremos la filosofía que subyace a la escalabilidad y repasaremos los factores que debes tener en cuenta y las preguntas que debes hacerte antes de iniciar tu viaje de escalabilidad.
Este capítulo está cargado de filosofía e historia. Si prefieres material técnico, pasa a "Inteligencia Artificial: La evolución de los sistemas aprendibles".
La filosofía del escalado
Para escalar un sistema es aumentar su capacidad añadiéndole más recursos.1 Aumentar la capacidad de un puente añadiendo más carriles para dar cabida a más vehículos simultáneamente es un ejemplo de escalar el ...
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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.