This research was supported by the National Institute of General Medical Sciences of the National Institutes of Health under Award Number P20GM103442. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
Virtual Indigenous Data Science (VIDS) Academy
Day 1: June 27, 2022
Overview of Course
Foundations of Data Science
Cultural Aspects of Data Collection and Utilization
Algebra and Probability Review
Day 2: June 28, 2022
Probability Distributions, Sampling, Inference, and Hypothesis Testing
Data Sources in Biomedicine and Healthcare
Data Science Life Cycle
Programming Languages for Data Science
Day 3: June 29, 2022
Data Exploration and Visualization
Analytics and Big Data in Healthcare
Day 4: June 30, 2022
Introduction to Machine Learning
Application: Modeling Breast Cancer
Panel Discussion
Day 5: July 01, 2022
Current Research Topics Seminar
Future Educational and Research Opportunities
Course Evaluation and Wrapup