University of Illinois at Urbana-Champaign
Advanced Deep Learning Methods for Healthcare
University of Illinois at Urbana-Champaign

Advanced Deep Learning Methods for Healthcare

This course is part of Deep Learning for Healthcare Specialization

Taught in English

Some content may not be translated

Jimeng Sun

Instructor: Jimeng Sun

2,754 already enrolled

Included with Coursera Plus

Course

Gain insight into a topic and learn the fundamentals

Advanced level

Recommended experience

16 hours (approximately)
Flexible schedule
Learn at your own pace
Prepare for a degree

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

4 quizzes

Course

Gain insight into a topic and learn the fundamentals

Advanced level

Recommended experience

16 hours (approximately)
Flexible schedule
Learn at your own pace
Prepare for a degree

See how employees at top companies are mastering in-demand skills

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Build your subject-matter expertise

This course is part of the Deep Learning for Healthcare Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate
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There are 4 modules in this course

Attention Models are useful to detect specific features in a data source. We'll explain how it can be applied to the risk of heart failure.

What's included

4 videos3 readings1 quiz1 programming assignment1 discussion prompt

In this week we'll explain the fundamentals of Graph Neural Networks.

What's included

5 videos2 readings1 quiz1 programming assignment

We'll explain the principles behind Memory Networks and how they can be used for predictions in medical applications.

What's included

8 videos2 readings1 quiz

We'll discuss Generative Networks, as well as the method of Variational Autoencoder

What's included

4 videos2 readings1 quiz

Instructor

Jimeng Sun
University of Illinois at Urbana-Champaign
4 Courses7,277 learners

Offered by

Recommended if you're interested in Machine Learning

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