~Get Your Files Here !

  1. Introduction

   1. Introduction.srt

  10. Machine Learning Unsupervised Learning

   1. Unsupervised Learning Introduction.srt

   10. Unsupervised Learning Dataset Summary.srt

   2. Unsupervised Learning Definition.srt

   3. Pattern Types.srt

   4. Clustering.srt

   5. Anomaly Detection.srt

   6. Association Discovery.srt

   7. Clustering Example.srt

   8. Unsupervised Training Process.srt

   9. Unsupervised Learning Business Analytics.srt

  2. Data Security & Healthcare

   1. EHR Data Security & Analysis Overview.srt

  3. Importance of Data Privacy and Security in Healthcare

   1. Data Privacy and Security From a Patient, Provider and Data User Perspective.srt

   2. Patient Perspective Data Security.srt

   3. Value of Medical Record Data to Hackers.srt

   4. Value of Medical Record Data to Hackers - Examples.srt

   5. Common HIPAA Violations.srt

   6. Encryption.srt

  4. Key Healthcare Data Security And Privacy Standards And Terminology

   1. Key Industry Regulations.srt

   2. Key Industry Regulations - HIPAA vs. HITECH vs. GDPR vs. DPA.srt

   3. Shift to Electronic Health Records (EHR).srt

   4. What is PHI.srt

   5. Covered Entities.srt

   6. Business Associates (BA).srt

   7. Business Associate AgreementAddendum (BAA).srt

  5. Storing and Accessing PHI Data

   1. Securing PHI Data.srt

   2. HIPAA Compliant Cloud Practices.srt

   3. Minimum Necessary Standard.srt

   4. HIPAA's Two Ways to De-Identify a Dataset.srt

   5. Importance of EDA.srt

   6. Reasons EDA is Important.srt

   7. Value Distributions.srt

  6. Demographic Analysis

   1. Demographic Analysis.srt

  7. Data Analytics & Big Data

   1. Definition of Data Analytics.srt

   2. Data Classification.srt

   3. The 3 V's of Big Data.srt

   4. Analytics Evolution.srt

   5. The Analytics Problem Approach.srt

   6. AWS Big Data and Analytics - Collect.srt

   7. AWS Big Data and Analytics - Storage.srt

   8. AWS Big Data and Analytics - Process and Analyze.srt

  8. Machine Learning

   1. Key Objective of Machine Learning.srt

   2. Arthur Samuel Machine Learning Definition.srt

   3. Tom Mitchell Machine Learning Formal Definition.srt

   4. Industry Application.srt

   5. Terminology.srt

   6. Terminology Examples.srt

   7. Machine Learning Phases.srt

   8. Machine Learning Types.srt

  9. Machine Learning Supervised Learning

   1. Supervised Learning Definition.srt

   2. Supervised Learning Process.srt

   3. Classification Vs. Regression.srt

   4. Supervised Learning Algorithms.srt

   5. Supervised Training Process.srt

   6. Business Analytics.srt

   7. Training Summary.srt