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.
Give your career the gift of Coursera Plus with $160 off, billed annually. Save today.
Advanced Deep Learning Methods for Healthcare
This course is part of Deep Learning for Healthcare Specialization
Instructor: Jimeng Sun
3,781 already enrolled
Included with
Recommended experience
Skills you'll gain
Details to know
Add to your LinkedIn profile
4 assignments
See how employees at top companies are mastering in-demand skills
Build your subject-matter expertise
- 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
Earn a career certificate
Add this credential to your LinkedIn profile, resume, or CV
Share it on social media and in your performance review
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
Offered by
Recommended if you're interested in Machine Learning
University of Illinois Urbana-Champaign
University of Illinois Urbana-Champaign
University of Illinois Urbana-Champaign
University of Glasgow
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
New to Machine Learning? Start here.
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
Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:
The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.
The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.
If you subscribed, you get a 7-day free trial during which you can cancel at no penalty. After that, we don’t give refunds, but you can cancel your subscription at any time. See our full refund policy.