MGH Institute of Health Professions Courses

Introduction to AI & Machine Learning in Healthcare

6 ratings at edX

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
• 10 weeks, 1-2 hours/week
• Self-Paced
• Free Online Course

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/week
• Self-Paced
• Free Online Course (Audit)

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/week
• Self-Paced
• 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/week
• Self-Paced
• 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/week
• Self-Paced
• 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/week
• Self-Paced
• Free Online Course

Credential

Chemistry for the Health Professions

Gain insights into essential chemistry concepts for healthcare through four courses covering thermodynamics, elements, organic compounds, and electrochemistry with practical applications in health professions.

• edX
• 20 weeks, 3-6 hours/week
• Self-Paced
• $400.00
• 4 courses

Credential

Statistics for the Health Professions

Master statistical foundations essential for healthcare professionals through descriptive analysis, hypothesis testing, correlations, t-tests, ANOVA, and non-parametric methods using R.

• edX
• 12 weeks, 3-6 hours/week
• Self-Paced
• $300.00
• 3 courses

Foundations of Thermodynamics

Explore foundational thermodynamics through the lens of health sciences, from atomic theory to chemical reactions, building practical skills for interpreting chemical behavior in biological systems.

• edX
• 5 weeks, 3-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Elements, Chemicals, and Reactions

Explore the fundamentals of chemistry from electron configurations to stoichiometry in this 10-lesson journey through atomic structure, periodic trends, chemical compounds, and reaction calculations.

• edX
• 5 weeks, 3-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Organic Compounds

Explore the chemistry behind biological systems, from acids and bases to the structure of biomolecules like carbohydrates, proteins, and nucleic acids, with a focus on health applications.

• edX
• 5 weeks, 3-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Gases and Electrochemistry

Master the principles of gases and electrochemistry, from gas laws and partial pressures to redox reactions, galvanic cells, and the Nernst equation for calculating cell potential under various conditions.

• edX
• 5 weeks, 3-6 hours/week
• Self-Paced
• Free Online Course (Audit)

Credential

Healthcare Data Analytics Toolkit

Discover the fundamentals of healthcare data analytics, from statistical methods to regression models, with hands-on R programming experience to solve real-world healthcare challenges.

• edX
• 19 weeks, 2-4 hours/week
• Self-Paced
• $1,236.00
• 4 courses

Credential

Artificial Intelligence & Machine Learning in Healthcare

Explore how AI and Machine Learning can transform healthcare through foundational principles, advanced applications, ethical considerations, and real-world implementations in this comprehensive program.

• edX
• 14 weeks, 1-3 hours/week
• Self-Paced
• $618.00
• 2 courses

Introduction to Statistical Concepts and Describing Data

Explore essential statistical concepts for healthcare professionals, from descriptive measures to hypothesis testing, with hands-on practice using R to analyze real healthcare datasets.

• edX
• 4 weeks, 3-6 hours/week
• Self-Paced
• Free Online Course (Audit)