September 2024
Intermediate to advanced
410 pages
14h 46m
Spanish
book
Aprendizaje automático fiable
by Cathy Chen, Niall Richard Murphy, Kranti Parisa, D. Sculley, Todd Underwood
Content preview from Aprendizaje automático fiableBecome 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.
Índice
A
- acceso, preservación de la intimidad, Medidas técnicas
- precisión
- métricas de clasificación, Precisión-Exactitud
- fase de descubrimiento y definición, Descubrimiento y Definición
- validación y, Recomendaciones concretas
- aprendizajeactivo, IA y, Aprendizaje activo y etiquetado asistido por IA
- predicción de clics en anuncios, estudio de caso, Antecedentes
- agregación, sistemas de monitoreo, ¿Qué aspecto tiene?
- ¿Manifiesto Ágil, Agile ML?
- IA (inteligencia artificial)
- etiquetado y, Aprendizaje activo y etiquetado asistido por IA
- IA responsable, IA responsable
- eficacia, Eficacia-Eficacia
- explicaciones, Explicación-Explicación
- adecuación social ycultural, Adecuación social y cultural
- alertas, ¿Qué es el monitoreo de la producción y por qué hacerlo?
- sesgo algorítmico, valores normativos y, Definiciones de imparcialidad
- Equidad algorítmica, Equidad (también conocida como Lucha contra los prejuicios), Alcanzar la equidad
- algoritmos de predicción de delitos, Equidad (también conocida como Lucha contra los prejuicios)
- ingeniería algorítmica de rasgos, selección e ingeniería de rasgos
- Amazon Azure Machine Learning, Plataformas
- Amazon Redshift, Almacenamiento
- Amazon SageMaker, Plataformas
- fase de análisis y visualizaciónde la gestión de datos, Análisis y Visualización
- fuerzasde trabajode anotación, Fuerzas de trabajode anotación-Fuerzas de trabajo de anotación
- anonimización, Privacidad
- PII ...
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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.