Fundamentals of Clinical Data Science

Data sources

Data at scale

Standards in healthcare data

Using FAIR data / data stewardship

Privacy / deidentification

Preparing your data

Creating a predictive model

Diving deeper into models

Validation and Evaluation of reported models

Clinical decision support systems

Mobile app development

Operational excellence

Value Based Healthcare (Regulatory concerns).