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Health Data Science Foundation
University of Illinois at Urbana-Champaign via Coursera
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Overview
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. We cover deep learning (DL) methods, healthcare data and applications using DL methods. The courses include activities such as...
Syllabus
- Week 1 - Introduction
- In the introduction we will introduce the topic of the course and present the background information.
- Week 2 - Health Data
- Health Data are generated in many different categories of medical services. We'll take a closer look at these, and what this means for Health Data standards.
- Week 3 - Machine Learning Basics
- The topic of this week is Machine Learning. We'll look at
- Week 4 - Deep Neural Networks (DNN)
University of Illinois at Urbana-Champaign via Coursera
10 minutes
Paid Certificate Available
English
On-Demand
Advanced
Instructor
Jimeng Sun
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