Pre-requisite ME 250.771 Introduction to Precision Medicine
Students gain practical experience working with electronic medical record data through class discussion and interactive Python data exercises. Using the Johns Hopkins Precision Medicine Analytics Platform (PMAP), students will conduct analyses on a de-identified electronic medical record dataset of 60k patients with a diagnosis of asthma. The class will introduce Python and Jupyter notebooks to learn how to analyze electronic medical record data.
Topics:
- exploratory data analysis
- data cleaning
- feature extraction
- model construction and evaluation