May 2025
Intermediate to advanced
42 pages
1h 5m
Spanish
Content preview from Adopción de LLM en la empresa
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Capítulo 1. La IA en la empresa
Este trabajo se ha traducido utilizando IA. Agradecemos tus opiniones y comentarios: translation-feedback@oreilly.com
Este capítulo presenta la intuición que hay detrás de los LLMs, así como los conceptos clave del mundo de la IA y el aprendizaje automático que son necesarios para entender los LLMs. Equipados con estos conceptos, pasaremos a ver los usos más comunes de los LLMs en la empresa hoy en día, antes de profundizar en cuatro proyectos ejemplares que fomentan una comprensión pragmática de cómo pueden utilizarse estos modelos lingüísticos en aplicaciones industriales.
La IA en su contexto
Como campo que evoluciona rápidamente y que atrae constantemente a nuevas personas a la conversación, muchos términos de la IA (como la propia "inteligencia artificial") no están muy bien definidos. Aclaremos lo que entendemos por ellos a efectos de este informe.
La IA actual es sobre todo aprendizaje automático
Nuestro uso cotidiano de la palabra "IA" describe máquinas que imitan el comportamiento humano inteligente. Los medios por los que lo hacen no se limitan a una sola técnica y, por supuesto, la propia inteligencia es un concepto difuso. El aprendizaje automático (AM), por otra parte, es el estudio de algoritmos que utilizan datos para construir modelos (es decir, representaciones predictivas) de un dominio determinado.
No toda la IA es aprendizaje automático. Pero la inmensa mayoría de las tecnologías de IA que hacen furor hoy en día -como la IA ...
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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.