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    Health Data 101

    BY
    Udemy

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    Mode

    Online

    Fees

    ₹ 449 1799

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study
    Mode of Delivery Video and Text Based

    Course and certificate fees

    Fees information
    ₹ 449  ₹1,799
    certificate availability

    Yes

    certificate providing authority

    Udemy

    The syllabus

    Where Health Data Come From

    • Introduction
    • Health Insurance Claims
    • Insurance Claims
    • Electronic Health Records
    • EHR strengths
    • Research Reports
    • Public Health
    • Wearables
    • Key takeaways from sources of health data session

    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

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