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

Advanced Deep Learning Methods for Healthcare

Jimeng Sun

Instructor: Jimeng Sun

3,049 already enrolled

Included withCoursera 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

Earn a career certificate

Add to your LinkedIn profile

Assessments

4 quizzes

Taught in English

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 Courses7,876 learners

Offered by

Recommended if you're interested in Machine Learning

Prepare for a degree

Taking this course by University of Illinois at Urbana-Champaign may provide you with a preview of the topics, materials and instructors in a related degree program which can help you decide if the topic or university is right for you.

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