September 2024
Intermediate to advanced
522 pages
14h 52m
Spanish
Content preview from Google BigQuery: La Guía Definitiva
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 9. Aprendizaje automático en BigQuery
Este trabajo se ha traducido utilizando IA. Agradecemos tus opiniones y comentarios: translation-feedback@oreilly.com
La inteligencia artificial (IA) es el dominio de la informática centrado en la construcción de sistemas informáticos capaces de actuar de forma autónoma. A lo largo de los años, han surgido muchos subcampos diferentes en la IA, pero un enfoque que ha tenido éxito en los últimos años ha sido la idea de utilizar grandes conjuntos de datos para entrenar modelos de propósito general (como árboles de decisión y redes neuronales) que puedan resolver problemas complejos con gran precisión.
Enseñar a un ordenador basándose en ejemplos de se denomina aprendizaje automático supervisado, y se puede llevar a cabo en BigQuery conservando los datos. En este capítulo, veremos cómo resolver una amplia variedad de problemas de aprendizaje automático utilizando BigQuery ML. Aunque el aprendizaje automático puede llevarse a cabo en BigQuery, poder utilizar potentes marcos de aprendizaje automático estándar del sector, como TensorFlow, en los datos de BigQuery puede darnos acceso a una variedad mucho mayor de modelos y componentes de aprendizaje automático. Por ello, en este capítulo también examinamos las conexiones que existen entre BigQuery y los marcos de aprendizaje automático completos.
¿Qué es el aprendizaje automático?
Si hemos recopilado datos históricos (¿y para qué sirve un almacén de datos, si no es precisamente para esto?), ...
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.