Udemy - AWS Healthcare Data Analytics For Beginners

Introduction to AWS Healthcare Data Analytics
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
Data Analytics tools provided by AWS
Elastic Map Reduce (EMR)
Data Pipeline
Elasticsearch
Kinesis
Amazon Machine Learning
QuickSight
Data Science and Analytics concepts
Steps of Big Data and Data Processing
Databases
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Requirements
Basic Computer Knowledge
Description
By completing this course, you will learn аbout:
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