This course 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.
This course is part of the Deep Learning for Healthcare Specialization
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Deep Learning for Healthcare SpecializationUniversity of Illinois at Urbana-Champaign
About this Course
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Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
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Coursera Labs
Includes hands on learning projects.
Learn more about Coursera Labs Course 1 of 3 in the
Advanced Level
We recommend a solid foundation in one of the fields adjacent to the topic of the course, such as Computer Science, Machine Learning, Medicine.
Approx. 24 hours to complete
English
What you will learn
Machine Learning, Health Data Processing
Skills you will gain
- Graphs
- Unsupervised Learning
- Autoencoder
- Deep Learning
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Coursera Labs
Includes hands on learning projects.
Learn more about Coursera Labs Course 1 of 3 in the
Advanced Level
We recommend a solid foundation in one of the fields adjacent to the topic of the course, such as Computer Science, Machine Learning, Medicine.
Approx. 24 hours to complete
English
Prepare for a degree
Taking Master of Computer Science by University of Illinois at Urbana-Champaign may provide you with a preview of the topics, materials and instructors covered in a related degree program which can help you decide if it is right for you.
Syllabus - What you will learn from this course
6 hours to complete
Week 1 - Introduction
6 hours to complete
3 videos (Total 26 min), 3 readings, 2 quizzes
6 hours to complete
Week 2 - Health Data
6 hours to complete
8 videos (Total 73 min), 3 readings, 2 quizzes
6 hours to complete
Week 3 - Machine Learning Basics
6 hours to complete
9 videos (Total 89 min), 4 readings, 2 quizzes
6 hours to complete
Week 4 - Deep Neural Networks (DNN)
6 hours to complete
4 videos (Total 37 min), 2 readings, 2 quizzes
About the Deep Learning for Healthcare Specialization
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