University of Colorado System
Clinical Data Science Specialization
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.

Laura K. Wiley, PhD
Michael G. Kahn, MD, PhD

Instructors: Laura K. Wiley, PhD

11,610 already enrolled

Included with Coursera Plus

Get in-depth knowledge of a subject
4.4

(350 reviews)

Intermediate level

Recommended experience

2 months
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.4

(350 reviews)

Intermediate level

Recommended experience

2 months
at 10 hours a week
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

 logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

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

What you'll learn

Skills you'll gain

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

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

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

What you'll learn

Skills you'll gain

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

What you'll learn

Skills you'll gain

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

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 Courses31,653 learners
Michael G. Kahn, MD, PhD
University of Colorado System
2 Courses9,800 learners

Offered by

Industry partners

Partner 1

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

New to Data Analysis? Start here.

Coursera Plus

Open new doors with Coursera Plus

Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions