This specialization is intended for persons involved in machine learning who are interested in medical applications, or vice versa, medical professionals who are interested in the methods modern computer science has to offer to their field. We will cover health data analysis, different types of neural networks, as well as training and application of neural networks applied on real-world medical scenarios.
Deep Learning for Healthcare Specialization
Discover new skills with 30% off courses from industry experts. Save now.
Deep Learning for Healthcare Specialization
Neural Networks in Applied Medicine. Learn the latest cutting-edge methods in Deep Learning for Medical Applications
Instructor: Jimeng Sun
4,295 already enrolled
Included with 
Get in-depth knowledge of a subject
3.3
(43 reviews)
Advanced level
Recommended experience
2 months at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject
3.3
(43 reviews)
Advanced level
Recommended experience
2 months at 10 hours a week
Flexible schedule
Earn a career credential
Share your expertise with employers
What you'll learn
Skills you'll gain
- Artificial Neural Networks
- Big Data
- Artificial Intelligence and Machine Learning (AI/ML)
- Applied Machine Learning
- Deep Learning
- Unsupervised Learning
- Machine Learning Methods
- Machine Learning
- Computer Vision
- Machine Learning Software
- Image Analysis
- Health Care
- Network Analysis
- Supervised Learning
- Graph Theory
- Health Informatics
What’s included
Shareable certificate
Add to your LinkedIn profile
Taught in English
12 practice exercises
Advance your subject-matter expertise
- Learn in-demand skills from university and industry experts
- Master a subject or tool with hands-on projects
- Develop a deep understanding of key concepts
- Earn a career certificate from University of Illinois Urbana-Champaign
Specialization - 3 course series
What you'll learn
Machine Learning, Health Data Processing
Skills you'll gain
Category: Artificial Neural Networks
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Image Analysis
Category: Health Care
Category: Unsupervised Learning
Category: Deep Learning
Category: Supervised Learning
Category: Health Informatics
Category: Predictive Modeling
Category: Program Development
Category: Applied Machine Learning
Category: Machine Learning
What you'll learn
Skills you'll gain
Category: Artificial Neural Networks
Category: Python Programming
Category: Deep Learning
Category: Unsupervised Learning
Category: Image Analysis
Category: Medical Imaging
Category: Computer Vision
Category: Dimensionality Reduction
Category: Keras (Neural Network Library)
Category: Jupyter
Category: Feature Engineering
Category: Tensorflow
Category: PyTorch (Machine Learning Library)
Category: Machine Learning
Category: Health Informatics
Category: Applied Machine Learning
What you'll learn
Skills you'll gain
Category: Python Programming
Category: Deep Learning
Category: Graph Theory
Category: Generative AI
Category: Unsupervised Learning
Category: Network Analysis
Category: Machine Learning Software
Category: Computer Vision
Category: Machine Learning Methods
Category: Image Analysis
Category: Artificial Neural Networks
Category: Artificial Intelligence and Machine Learning (AI/ML)
Category: Health Informatics
Category: Applied Machine Learning
Category: Predictive Modeling
Category: Data Synthesis
Category: Natural Language Processing
Earn a career certificate
Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.
Prepare for a degree
Taking this Specialization 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.
Instructor
Offered by
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."
Open new doors with Coursera Plus
Unlimited access to 10,000+ 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
The specialization consists of three courses with four modules each. The common understanding is that a module equals to one week, so a total of 12 weeks will be needed.
We recommend having at least an undergraduate degree in Computer Science or Medicine, or equivalent professional experience.
The courses are intended to be completed in the sequence they are posted.
More questions
Financial aid available,