[Free] Healthcare Data Security For Beginners

Introduction to Healthcare Data Security – Free Course

Added on July 7, 2020 Development 1 min read

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:

• Data Security and Privacy, including some of the key standards and regulations.

• Exploratory data analysis allowing you to gain a deeper understanding of your datasets, including:

  • Dataset schemas

  • Value distributions

  • Missing values

  • Cardinality of categorical features

• Demographic dataset analysis

• Data Analytics

• Machine Learning

  • Understand what Machine Learning is and what it offers

  • Understand the benefits of using the Machine Learning

  • Understand business use cases and scenarios that can benefit from using the Machine Learning

  • Understand the different Machine Learning training techniques

  • Understand the difference between Supervised and Unsupervised training

Author(s): Charles Smith