University of Colorado System
Clinical Data Science Specialization
12,085 enrolled
University of Colorado System

Clinical Data Science Specialization

Launch your career in Clinical Data Science. A six-course introduction to using clinical data to improve the care of tomorrow's patients.

Included with Coursera Plus

Get in-depth knowledge of a subject

(358 reviews)

Intermediate level

Recommended experience

Flexible schedule
2 months at 10 hours a week
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject

(358 reviews)

Intermediate level

Recommended experience

Flexible schedule
2 months at 10 hours a week
Earn a career credential
Share your expertise with employers

What you'll learn

What’s included

Shareable certificate

Add to your LinkedIn profile

Taught in English
34 practice exercises

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from University of Colorado System

Specialization - 6 course series

What you'll learn

  • Describe how each type of clinical data are generated, specifically outlining who creates the data, when and why the data are generated.

  • Write SQL code to combine two or more tables using database joins.

  • Write R code to manipulate and tidy data including: selecting columns, filtering rows, and joining data sets.

  • Write markdown formatted text and combine with R code in RMarkdown documents.

Skills you'll gain

Category: Clinical Data Management
Category: Tidyverse (R Package)
Category: SQL
Category: Data Manipulation
Category: Electronic Medical Record
Category: Data Ethics
Category: Data Processing
Category: Health Informatics
Category: R Programming
Category: Data Access
Category: Information Privacy
Category: Clinical Research
Category: Data Science
Category: Health Care Procedure and Regulation
Category: Google Cloud Platform

What you'll learn

Skills you'll gain

Category: Data Quality
Category: Data Modeling
Category: Relational Databases
Category: Clinical Data Management
Category: Extract, Transform, Load
Category: Database Design
Category: Health Informatics
Category: Data Validation
Category: SQL
Category: Data Integration
Category: Data Transformation

What you'll learn

  • Create a computational phenotyping algorithm

  • Assess algorithm performance in the context of analytic goal.

  • Create combinations of at least three data types using boolean logic

  • Explain the impact of individual data type performance on computational phenotyping.

Skills you'll gain

Category: Data Manipulation
Category: Statistical Methods
Category: Data Science
Category: Machine Learning Algorithms
Category: Big Data
Category: Clinical Data Management
Category: Health Informatics
Category: Clinical Research
Category: Bioinformatics
Category: Medical Records
Category: Analytics
Category: Data Processing

What you'll learn

  • Recognize and distinguish the difference in complexity and sophistication of text mining, text processing, and natural language processing.

  • Write basic regular expressions to identify common clinical text.

  • Assess and select note sections that can be used to answer analytic questions.

  • Write R code to search text windows for other keywords and phrases to answer analytic questions.

Skills you'll gain

Category: Natural Language Processing
Category: Text Mining
Category: R Programming
Category: Health Informatics
Category: Clinical Data Management
Category: Google Cloud Platform
Category: Unstructured Data

What you'll learn

Skills you'll gain

Category: Predictive Modeling
Category: Qualitative Research
Category: Decision Support Systems
Category: Data-Driven Decision-Making
Category: Intensive Care Unit
Category: Risk Modeling
Category: Statistical Modeling
Category: Clinical Data Management
Category: Health Informatics
Category: Applied Machine Learning
Category: Data Analysis

What you'll learn

Skills you'll gain

Category: Clinical Data Management
Category: Data Science
Category: R Programming
Category: Biostatistics
Category: Statistical Reporting
Category: SQL
Category: Clinical Research
Category: Health Informatics
Category: Data Quality
Category: Data Analysis
Category: Analytics
Category: Data Modeling
Category: Time Series Analysis and Forecasting

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructors

Laura K. Wiley, PhD
University of Colorado System
6 Courses32,757 learners
Michael G. Kahn, MD, PhD
University of Colorado System
2 Courses10,001 learners

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