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Coursera 4.3 (9)
Overview
This Identifying Patient Populations offered by Coursera in partnership with University of Colorado System teaches you the fundamentals of computational phenotyping, a biomedical informatics method for identifying patient populations. In this course you will learn how different clinical data types perform when trying to identify patients with a particular disease or trait.
You will also learn how to program different data manipulations and combinations to increase the complexity and improve the performance of your algorithms. Finally, you will have a chance to put your skills to the test with a real-world practical application where you develop a computational phenotyping algorithm to identify patients who have hypertension. You will complete this work using a real clinical data set while using a free, online computational environment for data science hosted by our Industry Partner Google Cloud.
What you will 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.
Get more details
Visit programme websiteProgramme Structure
Courses include:
- Identifying Patient Populations
- Tools: Clinical Data Types
- Techniques: Data Manipulations and Combinations
- Techniques: Algorithm Selection and Portability
- Practical Application: Develop a Computational Phenotyping Algorithm to Identify Patients with Hypertension
Check out the full curriculum
Visit programme websiteKey information
Duration
- Part-time
- 1 days
Start dates & application deadlines
You can apply for and start this programme anytime.
Language
English
Delivered
Online
Disciplines
Area & Cultural Studies Data Science & Big Data View 10 other Short Courses in Area & Cultural Studies in United StatesExplore more key information
Visit programme websiteAcademic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
We are not aware of any English requirements for this programme.
Other requirements
General requirements
Intermediate Level
- Some programming experience in any language.
Make sure you meet all requirements
Visit programme websiteTuition Fee
To always see correct tuition fees
-
International
FreeTuition FeeBased on the tuition of 0 USD for the full programme during 1 days. -
National
FreeTuition FeeBased on the tuition of 0 USD for the full programme during 1 days.
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Funding
Coursera provides financial aid to learners who cannot afford the fee. Apply for it by clicking on the Financial Aid link beneath the "Enroll" button on the left. You'll be prompted to complete an application and will be notified if you are approved. You'll need to complete this step for each course in the Specialization, including the Capstone Project.
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