HDS Sample Study Plan

DATASCI 202 | Opportunities and Challenges of Complex Biomedical Data: Introduction to the Science of "Big Data" | 3 units

BIOSTAT 200 | Biostatistical Methods for Clinical Research I | 3 units

DATASCI 213 | Programming for Health Data Science in R | 2 units

DATASCI 217 | Introduction to Python and Data Science Tools | 2 units

EPI 203 | Epidemiologic Methods | 3 units

DATASCI 220 | 1 unit

BIOSTAT 208 | Biostatistical Methods for Clinical Research II | 3 units

DATASCI 214 | Programming for Health Data Sciences In R II | 3 units

DATASCI 216 | Machine Learning in R for the Biomedical Sciences: Methods for Prediction, Pattern Recognition, and Data Reduction | 3 units

DATASCI 220 | 1 unit

HDS Elective Course (pick one):

• DATASCI 226 | Bayesian Methods and Gaussian Processes | 2-3 units
• EPI 217 | Molecular and Genetic Epidemiology I | 2 units
• Note: The HDS Elective course may be taken in the Winter Year 1 or Winter Year 2

BIOSTAT 209 | Biostatistical Methods for Clinical Research III | 3 units

DATASCI 220 | 1 unit

DATASCI 223 | Applied Data Science with Python | 2 units

DATASCI 224 | Understanding Machine Learning: From Theory to Applications | 3 units

EPI 201 | Responsible Conduct of Research | 0.5 unit

NO REQUIRED COURSES

DATASCI 221 | Master's Seminar | 1 unit

DATASCI 222 | Capstone | 8 units

DATASCI 300 | Educational Apprenticeship | 2 units

• The Educational Apprenticeship can be any quarter of year 2

DATASCI 221 | Master's Seminar | 1 unit

DATASCI 222 | Capstone | 8 units

DATASCI 221 | Master's Seminar | 1 unit

DATASCI 222 | Capstone | 8 units