YoVDO

Big Data Analytics for Healthcare

Offered By: Georgia Institute of Technology via Coursera

Tags

Health & Medicine Courses Data Mining Courses Machine Learning Courses Electronic Health Records Courses Big Data Analytics Courses Clinical Data Analysis Courses Healthcare Data Analysis Courses

Course Description

Overview

Large amounts of heterogeneous medical data have become available in various healthcare organizations (payers, providers, pharmaceuticals). Those data could be an enabling resource for deriving insights for improving care delivery and reducing waste. The enormity and complexity of these datasets present great challenges in analyses and subsequent applications to a practical clinical environment. In this course, we introduce the characteristics and related analytic challenges on dealing with clinical data from electronic health records. Many of those insights come from medical informatics community and data mining/machine learning community. There are three thrusts in this course: Application, Algorithm and System




Syllabus

Large amounts of heterogeneous medical data have become available in various healthcare organizations (payers, providers, pharmaceuticals). Those data could be an enabling resource for deriving insights for improving care delivery and reducing waste. The enormity and complexity of these datasets present great challenges in analyses and subsequent applications to a practical clinical environment. In this course, we introduce the characteristics and related analytic challenges on dealing with clinical data from electronic health records. Many of those insights come from medical informatics community and data mining/machine learning community. There are three thrusts in this course: Application, Algorithm and System

Taught by

Jimeng Sun

Tags

Related Courses

Big Data Analytics in Healthcare
Georgia Institute of Technology via Udacity
Mining Massive Datasets
Stanford University via edX
The Caltech-JPL Summer School on Big Data Analytics
California Institute of Technology via Coursera
Data Lakes for Big Data
EdCast
Data Manipulation at Scale: Systems and Algorithms
University of Washington via Coursera