MGH Institute of Health Professions Courses

Introduction to Healthcare Data Analysis

Develop foundational understanding of common statistical methods in healthcare data analysis, including data wrangling, univariate and multivariate techniques, and practical application using statistical software.

• edX
• 5 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Advanced Topics in Healthcare Data Analysis

Explore advanced healthcare data analysis using R, covering causal inference, model specification, matching, fixed effects, random effects, longitudinal data, and bootstrapping for informed decision-making.

• edX
• 6 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Regression Models in Healthcare

Learn advanced multivariate statistical methods for healthcare data analysis, including non-linear trends, interacting variables, logistic regression, and its variants. Practice applying these methods to real-world healthcare examples.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Linear Relationship Data in Healthcare

Develop practical skills in analyzing healthcare data using R, focusing on linear relationships, correlation, regression, and diagnostic tests for improved decision-making in the field.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to AI & Machine Learning in Healthcare

Discover how AI and machine learning revolutionize healthcare through real-world applications, ethical considerations, and practical case studies. Master fundamental concepts while exploring current trends and cutting-edge research in healthcare technolo…

• edX
• 5 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Advanced Principles & Topics in AI & Machine Learning in Healthcare

Dive into advanced AI and machine learning applications in healthcare, exploring sophisticated techniques, implementation strategies, and emerging trends while working with real-world medical scenarios.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)