Este curso te brindará los conocimientos introductorios sobre Aprendizaje Profundo, vas a entender
Introducción al Aprendizaje Profundo
Introducción al Aprendizaje Profundo
Instructors: Rafael Crescenzi
Sponsored by BrightStar Care
3,537 already enrolled
Gain insight into a topic and learn the fundamentals.
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
Skills you'll gain
Details to know
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Assessments
3 assignments
Taught in Spanish
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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 assignment
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 assignment
Se introducirán a las redes neuronales profundas, intuición de las funciones de activación, iniciaciones y propagaciones
What's included
5 videos1 assignment
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
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Universidad Nacional Autónoma de México
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