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

Give your career the gift of Coursera Plus with $160 off, billed annually. Save today.

University of Illinois Urbana-Champaign

Advanced Deep Learning Methods for Healthcare

Jimeng Sun

Instructor: Jimeng Sun

3,781 already enrolled

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
Advanced level

Recommended experience

16 hours to complete
3 weeks at 5 hours a week
Flexible schedule
Learn at your own pace
Prepare for a degree
Gain insight into a topic and learn the fundamentals.
Advanced level

Recommended experience

16 hours to complete
3 weeks at 5 hours a week
Flexible schedule
Learn at your own pace
Prepare for a degree

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

4 assignments

Taught in English

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

Placeholder

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
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

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 assignment1 programming assignment1 discussion prompt

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

What's included

5 videos2 readings1 assignment1 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 assignment

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

What's included

4 videos2 readings1 assignment

Instructor

Jimeng Sun
University of Illinois Urbana-Champaign
4 Courses8,945 learners

Offered by

Recommended if you're interested in Machine Learning

Prepare for a degree

Taking this course by University of Illinois 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.

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

New to Machine Learning? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions