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Learner Reviews & Feedback for Advanced Deep Learning Methods for Healthcare by University of Illinois at Urbana-Champaign

About the Course

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. The first phase of the course will include video lectures on different DL and health applications topics, self-guided labs and multiple homework assignments. In this phase, you will build up your knowledge and experience in developing practical deep learning models on healthcare data. The second phase of the course will be a large project that can lead to a technical report and functioning demo of the deep learning models for addressing some specific healthcare problems. We expect the best projects can potentially lead to scientific publications....
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1 - 4 of 4 Reviews for Advanced Deep Learning Methods for Healthcare

By Ernest W

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Feb 15, 2023

I think it's a good addition to two previous courses in specialization.

It's short and sometimes the lecturer tries to explain too many things at once. It's not a course to learn things from scratch, furthermore it would be difficult to apply knowledge from notebooks elsewhere if you aren't experienced. I wish about an assignment about GNN / GANS / VAE, all these things are interesting but only briefly covered.

I've never heard of Graph Neural Network. Well, every neural network actually is a graph, didn't know it's a separate kind of network.

By Thierry K

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Apr 16, 2022

Some exercices are not well describe and the efficiency of "autograd" is really poor. So you must send your work without knowing if you are in the good direction and you only have 5 tries...

Also, nobody answer you when you're stuck somewhere, the staff team seems to be inexistant.

By Nate S

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Nov 30, 2022

Course lecture videos give good conceptual overview, but it was very difficult to connect these concepts to the homework assignments. I spent much longer than the recommended time on the assignments as there was little support from the course instructors. Wouldn't recommend this course to a friend.

By Giray U

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Jan 10, 2023

homeworks and course chapters unrelated to each other. The questions or how to solve them is never taugh in lectures. You need to study outside of the course because it doesnt give you the necessary information