Robotics: Vision Intelligence and Machine Learning

University of Pennsylvania via edX

edX

23 Cursos


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Resumen

Embárcate en un viaje cautivador hacia el reino de la robótica con el curso "Robótica: Visión Inteligencia y Aprendizaje Automático", ofrecido por la prestigiosa Universidad de Pensilvania a través de edX. Este curso atractivo se sumerge profundamente en cómo los robots perciben, interactúan con y aprenden de su entorno a través de las maravillas de la inteligencia visual y el aprendizaje automático. Descubre los secretos detrás de la capacidad de un robot para sentir y reconocer su entorno, y cómo puede aprender de experiencias pasadas identificando patrones en datos visuales.

Obtén una comprensión completa de cómo los algoritmos de aprendizaje automático descubren patrones estadísticamente significativos que facilitan funciones sofisticadas como la clasificación, regresión y agrupación. La sinergia entre Visión por Computadora y Aprendizaje Automático es la piedra angular del desarrollo de algoritmos de reconocimiento avanzados que no solo aprenden de una plétora de datos sino que también se adaptan sin esfuerzo a nuevos entornos.

Al completar, estarás capacitado para programar capacidades de visión para robots, abarcando habilidades cruciales como la localización y el reconocimiento de objetos potenciados por el aprendizaje automático. Participa en proyectos emocionantes usando MATLAB y OpenCV, explorando aplicaciones del mundo real como la estabilización de video, reconocimiento de objetos en 3D, codificación de clasificadores de objetos, construcción de perceptrones y la creación de una red neuronal convolucional (CNN) con un marco de CNN popular.

Este curso es un componente vital del programa MicroMasters en Robótica y está dirigido a aquellos interesados en Cursos de Visión por Computadora y Cursos de Ingeniería. Enseñado por expertos en el campo, promete equiparte con el conocimiento y las habilidades necesarias para avanzar en el mundo de la robótica y el aprendizaje automático.

Programa de estudio


Enseñado por

Jianbo Shi, Kostas Daniilidis and Dan Lee


Etiquetas

united states

provider edX

edX

300 Cursos


edX

pricing Free Online Course (Audit)
language English
duration 12 weeks, 8-10 hours a week
sessions On-Demand
level Advanced