BIOS511
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BIOS511 - Healthcare Data Science
Course ID
040948
Course Description
This course introduces you new tools and techniques used in healthcare related data sciences. Topics include: Basic knowledge of large clinical databases focusing on medical records, Cohort definition and extraction, Intro to SQL, Linux basic, Collaborative research using Git/GitHub, High performance computing and cloud computing, Shiny, Docker, TidyVerse, Basic predictive modeling, Select tool from data science for example spark (distributed analysis), TensorFlow.
Min Units
3
Max Units
3
Repeatable for Credit
No
Grading Basis
GRD - Regular Grades A, B, C, D, E
Career
Graduate
Course Attributes
CE - CL (Cross Listed), GIDP - STATD (Statistics and Data Science)
Course Requisites
Background in statistical computing, data management.
Cross Listed Courses
May be convened with
Component
Lecture
Optional Component
No