Machine Learning in Biomedical Sciences – Activity Level 1

Lecture Slides and Videos

Download (Google Drive link) Dr. Shi’s presentation slides with embedded lecture videos. Download the accompanying data files below. Note: The PowerPoint file is password-protected to prevent accidental edits. To view the presentation, please select the “Read Only” option when opening the file. If you need to edit the slides to better fit your class, please don’t hesitate to contact [email protected] to obtain the password.

Data for Demo

new.csv

WDBC.csv

Data For Practice

breast-cancer.csv

breast-cancer-new.csv

new2.csv

 

Machine Learning in Biomedical Sciences – Activity Level 2

Lecture Slides and Videos

Download (Google Drive link) Dr. Shi’s presentation slides with embedded lecture videos. Download the accompanying sample code and data files below. Note: The PowerPoint file is password-protected to prevent accidental edits. To view the presentation, please select the “Read Only” option when opening the file. If you need to edit the slides to better fit your class, please don’t hesitate to contact [email protected] to obtain the password.

Sample Code

Demo-1.r

Demo-2.r

Demo-3-classification.r

Demo-3-regression.r

Data For Demo

data_for_classification.csv

data_for_regression.csv

data_new.csv

data_new2.csv

Data For Practice

Heart-Disease-categorical-outcome.csv

Heart-Disease-quantitative-outcome.csv

newData1.csv

 

Machine Learning in Biomedical Sciences – Activity Level 3

Lecture Slides and Videos

Download (Google Drive link) Dr. Shi’s presentation slides with embedded lecture videos. Note: The PowerPoint file is password-protected to prevent accidental edits. To view the presentation, please select the “Read Only” option when opening the file. If you need to edit the slides to better fit your class, please don’t hesitate to contact [email protected] to obtain the password.