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- Introduction
- Health Insurance Claims
- Insurance Claims
- Electronic Health Records
- EHR strengths
- Research Reports
- Public Health
- Wearables
- Key takeaways from sources of health data session
Quick Facts
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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Course and certificate fees
Fees information
₹ 449 ₹1,799
certificate availability
Yes
certificate providing authority
Udemy
The syllabus
Where Health Data Come From
What Health Data Look Like
- Structured Data
- Unstructured Data
- Dealing with different structures of data
Features of Health Data
- Hierarchical structure - Diagnoses
- Hierarchical structure - Drugs
- Hierarchical structure - Procedures
- Hierarchical structure - LOINCs and other
- Data structure
- Disease Etiology, Chronology, Supply vs Demand
- Why understanding of medicine and medical practices enhance analyses?
Issues of Health Data
- Gaps
- Errors Examples/Corrections & Data Use Considerations
- Correcting errors in health data
- Completion and Wrap Up!
Bonus sections from my Predictive Modeling course
- Planning the analysis
- Getting Buy in for the analysis
Bonus sections
- 5 key elements of health insurance products
- Intro to the Payors lines of business (health insurers)
- Machine Learning No Coding Required! - Decision Trees
Articles
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