This course covers deep learning (DL) methods, healthcare data and applications using DL methods. The courses include activities such as video lectures, self guided programming labs, homework assignments (both written and programming), and a large project.
ofrecido por
Programa especializado: Deep Learning for HealthcareUniversidad de Illinois en Urbana-ChampaignAcerca de este Curso
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Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Curso 2 de 3 en
Nivel avanzado
We recommend a solid foundation in one of the fields adjacent to the topic of the course, such as Computer Science, Machine Learning, Medicine.
Aprox. 22 horas para completar
Inglés (English)
Subtítulos: Inglés (English)
Habilidades que obtendrás
- Graphs
- Unsupervised Learning
- Autoencoder
- Deep Learning
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Curso 2 de 3 en
Nivel avanzado
We recommend a solid foundation in one of the fields adjacent to the topic of the course, such as Computer Science, Machine Learning, Medicine.
Aprox. 22 horas para completar
Inglés (English)
Subtítulos: Inglés (English)
ofrecido por
Universidad de Illinois en Urbana-Champaign
The University of Illinois at Urbana-Champaign is a world leader in research, teaching and public engagement, distinguished by the breadth of its programs, broad academic excellence, and internationally renowned faculty and alumni. Illinois serves the world by creating knowledge, preparing students for lives of impact, and finding solutions to critical societal needs.
Comienza a trabajar para obtener tu maestría
Este curso está relacionado con Master in Computer Science 100 % en línea de Universidad de Illinois en Urbana-Champaign. Te proporcionará una vista previa de los temas, materiales e instructores para que puedas decidir si el programa de título de grado totalmente en línea es adecuado para ti.
Programa - Qué aprenderás en este curso
6 horas para completar
Week 1 - Embedding
An overview of the course and everything about Embedding.
6 horas para completar
5 videos (Total 52 minutos), 3 lecturas, 2 cuestionarios
6 horas para completar
Week 2 - Convolutional Neural Networks (CNN)
We discuss the importance of Convolution and Pooling, and then present relevant information about Convolutional Neural Networks.
6 horas para completar
5 videos (Total 52 minutos), 2 lecturas, 2 cuestionarios
8 horas para completar
Week 3 - Recurrent Neural Networks (RNN)
Recurrent Neural Network have important building blocks. We'll explain those and give examples for healthcare applications.
8 horas para completar
5 videos (Total 41 minutos), 2 lecturas, 3 cuestionarios
2 horas para completar
Week 4 - Autoencoders
Learn why Autoencoders are indispensible in Machine Learning. We'll also show you how this is applied in healthcare.
2 horas para completar
4 videos (Total 36 minutos), 2 lecturas, 1 cuestionario
Acerca de Programa especializado: Deep Learning for Healthcare
This specialization is intended for persons involved in machine learning who are interested in medical applications, or vice versa, medical professionals who are interested in the methods modern computer science has to offer to their field. We will cover health data analysis, different types of neural networks, as well as training and application of neural networks applied on real-world medical scenarios.
Preguntas Frecuentes
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