Universidad Austral
Introducción al Aprendizaje Profundo
Universidad Austral

Introducción al Aprendizaje Profundo

Taught in Spanish

3,165 already enrolled

Course

Gain insight into a topic and learn the fundamentals

Rafael Crescenzi
Pablo Alejandro Albani

Instructors: Rafael Crescenzi

Beginner level
No prior experience required
7 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Interpretar qué es el aprendizaje profundo

  • Evaluar por qué usar técnicas de aprendizaje profundo y cuándo usarlo

  • Construir y entrenar una regresión logística para un problema de clasificación

  • Construir y entrenar una red neuronal completamente conectada para un problema de clasificación

Details to know

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Assessments

3 quizzes

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There are 4 modules in this course

Se estudiará qué es el aprendizaje supervisado, que son las redes neuronales, a qué llamamos aprendizaje profundo y cuál es su importancia actual

What's included

6 videos2 readings1 quiz

Se analizarán los conceptos más importantes referidos a las redes neuronales, partiendo desde la clasificación binaria con regresiones logísticas, el descenso del gradiente y la vectorización.

What's included

8 videos1 quiz

Se introducirán a las redes neuronales profundas, intuición de las funciones de activación, iniciaciones y propagaciones

What's included

5 videos1 quiz

Se explorarán las Redes Neuronales denominadas profundas, es decir, aquellas con múltiples capas ocultas, que permiten una representación más compleja de los patrones en los datos. Se evaluará como cambia su implementación y optimización de parámetros

What's included

4 videos1 programming assignment

Instructors

Rafael Crescenzi
Universidad Austral
2 Courses3,845 learners

Offered by

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