Created by Charles Smith | Last updated 3/2021
Duration: 41m | 10 sections | 56 lectures | Video: 1280x720, 44 KHz | 200 MB
Genre: eLearning | Language: English + Sub
Data Security and Privacy, including some of the key standards and regulations.
Introduction to AWS Healthcare Data Analytics
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
Machine Learning
QuickSight
Data Science and Analytics concepts
Steps of Big Data and Data Processing
Databases
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Basic Computer Knowledge
By completing this course, you will learn about:
Exploratory data analysis allowing you to gain a deeper understanding of your datasets, including:
Dataset schemas
Value distributions
Missing values
Cardinality of categorical features
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