October 2024
Intermediate to advanced
316 pages
9h 23m
Spanish
Content preview from IA para las personas y las empresas
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Capítulo 4. IA y aprendizaje automático: Una visión general no técnica
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Aunque no es necesario ser un experto o un profesional de la IA para desarrollar una visión y una estrategia de IA, tener una comprensión de alto nivel de la IA y de las áreas temáticas relacionadas es fundamental para tomar decisiones con conocimiento de causa. Ayudarte a desarrollar esta comprensión es el objetivo de este capítulo.
En este capítulo se definen y analizan conceptos y técnicas relacionados con la IA, como el aprendizaje automático, el aprendizaje profundo, la ciencia de datos y el big data. También tratamos cómo aprenden tanto los humanos como las máquinas y cómo se relaciona esto con el estado actual y futuro de la IA. Terminamos el capítulo hablando de cómo los datos potencian la IA y de las características y consideraciones de los datos necesarias para el éxito de la IA.
Este capítulo ayuda a desarrollar un contexto adecuado al nivel para comprender el siguiente capítulo sobre las oportunidades y aplicaciones de la IA en el mundo real. Empecemos hablando del campo de la ciencia de datos.
¿Qué es la ciencia de datos y qué hace un científico de datos?
Empecemos el debate definiendo la ciencia de datos y la función y responsabilidades de un científico de datos, que describen el campo y las habilidades necesarias para llevar a cabo iniciativas de IA y aprendizaje automático (ten ...
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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.