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

Included with Coursera Plus

Get in-depth knowledge of a subject

(361 reviews)

Intermediate level

Recommended experience

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

(361 reviews)

Intermediate level

Recommended experience

2 months at 10 hours a week
Flexible schedule
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

Clinical Data Management, SQL, Data Ethics, Tidyverse (R Package), Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Access, Data Science, Data Processing, Medical Privacy, Google Cloud Platform, R Programming, Electronic Medical Record, and Health Informatics

What you'll learn

Skills you'll gain

Data Quality, Data Modeling, Extract, Transform, Load, Clinical Data Management, Relational Databases, Database Design, Data Integration, Data Warehousing, Health Informatics, Data Transformation, and SQL

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

Clinical Data Management, Data Validation, Data Manipulation, Machine Learning Algorithms, Informatics, Analytics, Data Processing, Bioinformatics, Data Science, Health Informatics, and Clinical Informatics

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

Natural Language Processing, Text Mining, Clinical Documentation, R Programming, Health Informatics, Google Cloud Platform, Data Processing, Unstructured Data, and Clinical Informatics

What you'll learn

Skills you'll gain

Predictive Modeling, Decision Support Systems, Qualitative Research, Applied Machine Learning, Health Informatics, Clinical Practices, Data Analysis, Clinical Informatics, Intensive Care Unit, Clinical Data Management, Predictive Analytics, and Risk Modeling

What you'll learn

Skills you'll gain

Clinical Data Management, Time Series Analysis and Forecasting, Electronic Medical Record, Data Analysis, Data Modeling, Data Science, Statistical Modeling, Data Quality, Health Informatics, and Clinical Informatics

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 Courses33,678 learners
Michael G. Kahn, MD, PhD
University of Colorado System
2 Courses10,204 learners

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