acclab / moda

Modern Data Analysis seminar

Modern Data Analysis

By Sangyu Xu, Joses Ho, Yishan Mai, and Adam Claridge-Chang

This material is used in Duke-NUS Medical School classes: * GMS6812: Foundations of Precision Medicine hands-on workshops for the PhD programme in Clinical and Translational Sciences. * IBM Ethics and Personal and Professional Development Session

The goal of this class is to introduce biomedical scientists to data analysis with Python notebooks. There are two parts to the session: a lecture on the key issues in data analysis and a hands-on tutorial. Please do the following preparations before class.

1. Read the Introduction and install the prerequisite software on your laptop.
2. Go through a Quick Tour of the Notebook to familiarise yoruself to the jupyter notebook environment.
3. Bring your laptop to class, and we will go through the examples in Data Analysis with Jupyter.

If we have more time in class, you will also be introduced to our estimation statistics package DABEST Introduction.

If you have any questions about these materials, please contact xusangyu at gmail.com