September 2024
Intermediate to advanced
448 pages
13h 5m
Spanish
Content preview from Aprendizaje profundo a escala
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Prefacio
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Comencé mi carrera profesional como ingeniero de software. En el transcurso de mi tiempo en ese puesto, me interesé e involucré profundamente en la ejecución de software y sistemas a escala. Aprendí mucho sobre sistemas distribuidos, rendimiento, optimizaciones y ejecución fiable a escala. Posteriormente, pasé a desempeñar muchas otras funciones, desde la creación de sistemas en la intersección del software y las operaciones (DevOps) y sistemas auxiliares para permitir el software inteligente (MLOps), hasta la ejecución de inferencia de aprendizaje profundo a escala y el desarrollo de motores de datos para el aprendizaje profundo (ingeniería de aprendizaje automático), pasando por el desarrollo de modelos multitarea y multiobjetivo para funciones críticas como la asistencia sanitaria y los flujos de trabajo de toma de decisiones empresariales como científico de datos y especialista en aprendizaje automático.
Desde que me dedico a construir sistemas inteligentes, el aprendizaje profundo es una parte importante de lo que hago actualmente. La amplia adopción de sistemas inteligentes (IA) basados en el aprendizaje profundo está motivada por su capacidad para resolver problemas a escala con eficiencia. Sin embargo, construir tales sistemas es complejo, porque el aprendizaje profundo no consiste sólo en algoritmos y matemáticas. Gran parte de la complejidad reside ...
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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.