Are you interested in how to use data generated by doctors, nurses, and the healthcare system to improve the care of future patients? If so, you may be a future clinical data scientist! This specialization provides learners with hands on experience in use of electronic health records and informatics tools to perform clinical data science. This series of six courses is designed to augment learner’s existing skills in statistics and programming to provide examples of specific challenges, tools, and appropriate interpretations of clinical data. By completing this specialization you will know how to: 1) understand electronic health record data types and structures, 2) deploy basic informatics methodologies on clinical data, 3) provide appropriate clinical and scientific interpretation of applied analyses, and 4) anticipate barriers in implementing informatics tools into complex clinical settings. You will demonstrate your mastery of these skills by completing practical application projects using real clinical data. This specialization is supported by our industry partnership with Google Cloud. Thanks to this support, all learners will have access to a fully hosted online data science computational environment for free! Please note that you must have access to a Google account (i.e., gmail account) to access the clinical data and computational environment.
CERTIFICATEKatılım Sertifikası
FORMAT100% Online
DURATION2 ay
What you'll learn
Clinical Data Management
Data Manipulation
SQL
Tidyverse (R Package)
Data Wrangling
Health Informatics
R Programming
Data Access
Query Languages
Data Science
Google Cloud Platform
Electronic Medical Record
Course Content
6 topics
Kurs 1Introduction to Clinical Data Science
Kurs 2Clinical Data Models and Data Quality Assessments
Kurs 3Identifying Patient Populations
Kurs 4Clinical Natural Language Processing
Kurs 5Predictive Modeling and Transforming Clinical Practice
Kurs 6Advanced Clinical Data Science
Details
ProviderUniversity of Colorado System
TypeCourse
CategoryData Science & AI
LevelIntermediate
Duration2 ay
LanguageEnglish
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