Pontificia Universidad Católica de Chile
Fundamentos de sistemas recomendadores
Pontificia Universidad Católica de Chile

Fundamentos de sistemas recomendadores

Taught in Spanish

Course

Gain insight into a topic and learn the fundamentals

Denis Parra

Instructor: Denis Parra

Intermediate level

Recommended experience

8 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace

Details to know

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Assessments

4 quizzes, 4 assignments

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There are 6 modules in this course

¡Bienvenidos y bienvenidas! Este curso tiene como propósito entregar los fundamentos de los sistemas de recomendación desde el punto de vista de entender el problema de recomendación personalizada, así como conocer y utilizar métodos y de métricas de evaluación.

What's included

1 video1 reading

En este módulo aprenderás qué es un sistema de recomendación a partir de definiciones y ejemplos, veremos diferentes tipos de sistemas de recomendación e introduciremos cómo hacer recomendación no personalizada.

What's included

3 videos1 reading1 quiz1 assignment

En este módulo aprenderás qué es el filtrado colaborativa, diferentes versiones como la basada en usuarios y la basada en ítems, así como la técnica pendiente uno.

What's included

4 videos1 reading1 quiz1 assignment

En este módulo aprenderás sobre la recomendación basada en contenido, cómo usar descripciones textuales para recomendar y cómo evaluar un sistema de recomendación usando métricas de ranking.

What's included

4 videos2 readings1 quiz1 assignment

En este módulo aprenderás sobre métodos latentes, su relación con factorización matricial y cómo usarla para predecir ratings y hacer recomendaciones.

What's included

4 videos1 reading1 quiz1 assignment

Les queremos agradecer el habernos acompañado en el curso. Esperamos que los contenidos abordados sean un real aporte en tu carrera profesional /laboral.

What's included

1 video1 reading1 plugin

Instructor

Denis Parra
Pontificia Universidad Católica de Chile
4 Courses1,875 learners

Offered by

Recommended if you're interested in Algorithms

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