El MOOC “Fundamentos de sistemas recomendadores” tiene como propósito que los estudiantes conozcan los principales conceptos asociados a estos sistemas, así como su evolución histórica. Se enseñarán las principales técnicas de recomendación, como son el filtrado colaborativo y el filtrado basado en contenido. Adicionalmente, se espera que los estudiantes conozcan y apliquen diversas métricas de evaluación que les permitan evaluar diferentes dimensiones de los sistemas de recomendación.
Fundamentos de sistemas recomendadores
Enjoy unlimited growth with a year of Coursera Plus for $199 (regularly $399). Save now.
Gain insight into a topic and learn the fundamentals.
Intermediate level
Recommended experience
8 hours to complete
Flexible schedule
Learn at your own pace
Skills you'll gain
Details to know
Shareable certificate
Add to your LinkedIn profile
Assessments
8 assignments
Taught in Spanish
See how employees at top companies are mastering in-demand skills
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 video2 readings
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 reading2 assignments
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 reading2 assignments
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 readings2 assignments
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 reading2 assignments
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
Offered by
Why people choose Coursera for their career
Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."
Frequently asked questions
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.
More questions
Financial aid available,