En este curso, se presentan los conceptos de la IA responsable y los principios de la IA. Se abordan técnicas para identificar de forma práctica la equidad y los sesgos, y mitigar los sesgos en las prácticas de IA/AA. Se exploran métodos y herramientas funcionales para implementar prácticas recomendadas de la IA responsable con productos de Google Cloud y herramientas de código abierto.
Responsible AI for Developers: Fairness & Bias - Español
Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
3 hours to complete
3 weeks at 1 hour a week
Flexible schedule
Learn at your own pace
What you'll learn
Definir qué es la IA responsable
Identificar los principios de la IA de Google
Explicar qué significan la equidad y el sesgo en la IA
Explicar cómo identificar y mitigar sesgos a través de datos y modelado
Details to know
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Recently updated!
July 2024
Assessments
2 assignments
Taught in English
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There are 5 modules in this course
En este módulo, se presenta la estructura del curso y sus objetivos.
What's included
1 video
En este módulo, se ofrece una descripción general de la IA responsable y se abordan los principios de la IA de Google y temas secundarios de la IA responsable. Además, se brindan casos de éxito reales de la IA responsable en productos de Google.
What's included
4 videos1 assignment
Este módulo se enfoca en la equidad y los sesgos de la IA. Proporciona varias técnicas y herramientas para identificar y mitigar sesgos a través de datos y modelado.
What's included
9 videos1 assignment1 app item
En este módulo, se proporciona un resumen de todo el curso que cubre los conceptos, las herramientas y las tecnologías más importantes.
What's included
1 video1 reading
Vínculos a archivos PDF de todos los módulos para estudiantes
What's included
4 readings
Instructor
Offered by
Recommended if you're interested in Cloud Computing
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Frequently asked questions
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.