[Free] Healthcare Data Security For Beginners
Introduction to Healthcare Data Security – Free Course
What you’ll learn
- Healthcare Data Security
- Important elements of Health Insurance Portability and Accountability Act Rules (HIPAA)
- EHR Data Security and Privacy
- Machine Learning
- Data Analytics
- Administrative, physical, and technical safeguards to ensure the confidentiality, integrity, and availability of electronic protected health information
- Exploratory data analysis
- Demographic dataset analysis
- AI and Electronic Healthcare Data (EHR)
- Importance of Data Privacy and Security From a Patient, Provider and Data User Perspective
- Storing and Accessing PHI Data
- Importance of EDA
- Dataset Schema Analysis
- Value Distributions
- Missing Values and Outliers
Requirements
- Basic Computer Knowledge
Description
By completing this course, you will learn about:
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Data Security and Privacy, including some of the key standards and regulations.
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Exploratory data analysis allowing you to gain a deeper understanding of your datasets, including:
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Dataset schemas
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Value distributions
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Missing values
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Cardinality of categorical features
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Demographic dataset analysis
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Data Analytics
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Machine Learning
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Understand what Machine Learning is and what it offers
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Understand the benefits of using the Machine Learning
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Understand business use cases and scenarios that can benefit from using the Machine Learning
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Understand the different Machine Learning training techniques
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Understand the difference between Supervised and Unsupervised training
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