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AINS6101 Predictive Analytics in Population Health
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AINS6101: Predictive Analytics in Population Health
Syllabus: AINS6101 Predictive Analytics in Population Health
Module 1 Overview
Module 1 Book Prose
Module 1 Assignment: Population health data ecosystems
Module 1: Population health data ecosystems
Module 1 Narration
Module 1 Instructor Notes
Module 1 Rubric
Module 1 Lab: Population health data ecosystems
Module 2 Overview
Module 2 Book Prose
Module 2 Assignment: Risk stratification and prediction
Module 2: Risk stratification and prediction
Module 2 Narration
Module 2 Instructor Notes
Module 2 Rubric
Module 2 Lab: Risk stratification and prediction
Module 3 Overview
Module 3 Book Prose
Module 3 Assignment: Causal inference and confounding
Module 3: Causal inference and confounding
Module 3 Narration
Module 3 Instructor Notes
Module 3 Rubric
Module 3 Lab: Causal inference and confounding
Module 4 Overview
Module 4 Book Prose
Module 4 Assignment: Forecasting and surveillance
Module 4: Forecasting and surveillance
Module 4 Narration
Module 4 Instructor Notes
Module 4 Rubric
Module 4 Lab: Forecasting and surveillance
Module 5 Overview
Module 5 Book Prose
Module 5 Assignment: Equity and social determinants
Module 5: Equity and social determinants
Module 5 Narration
Module 5 Instructor Notes
Module 5 Rubric
Module 5 Lab: Equity and social determinants
Module 6 Overview
Module 6 Book Prose
Module 6 Assignment: Intervention targeting and evaluation
Module 6: Intervention targeting and evaluation
Module 6 Narration
Module 6 Instructor Notes
Module 6 Rubric
Module 6 Lab: Intervention targeting and evaluation
Module 7 Overview
Module 7 Book Prose
Module 7 Assignment: Privacy and public-health governance
Module 7: Privacy and public-health governance
Module 7 Narration
Module 7 Instructor Notes
Module 7 Rubric
Module 7 Lab: Privacy and public-health governance
Module 8 Overview
Module 8 Book Prose
Module 8 Assignment: Population analytics portfolio
Module 8: Population analytics portfolio
Module 8 Narration
Module 8 Instructor Notes
Module 8 Rubric
Module 8 Lab: Population analytics portfolio
Index