Self-paced14 modules~7.0 hours hands-on3 learning modes
Scientific Investigation for Health Professionals
Learn to design studies, analyze and interpret quantitative and qualitative data, appraise papers, create professional visuals, and present defensible findings with AI as your assistant, without needing to code.
// What you'll be able to do- Start with one small study and learn the complete investigation loop
- Match the question, population, comparison, outcome, and design
- Read distributions before reducing people to one number
- Make every transformation traceable before analysis
14 modules, built to run
Every module ships runnable code. Expand any one to see what's inside.
00IntroductionFrom a clinical question to evidence you can defend30 min
Objective — From a clinical question to evidence you can defend
Start moduleFree preview
01How a Clinical Question Becomes EvidenceStart with one small study and learn the complete investigation loop30 min
Objective — Start with one small study and learn the complete investigation loop
02Ask an Answerable Question and Design the StudyMatch the question, population, comparison, outcome, and design30 min
Objective — Match the question, population, comparison, outcome, and design
03Understand Health Data and Statistical VariationRead distributions before reducing people to one number30 min
Objective — Read distributions before reducing people to one number
04Audit, Clean and Protect Clinical DataMake every transformation traceable before analysis30 min
Objective — Make every transformation traceable before analysis
05Visualize Health Data TruthfullyChoose a chart that answers the question without distorting it30 min
Objective — Choose a chart that answers the question without distorting it
06Understand Uncertainty, Effect Size and SignificanceSeparate magnitude, precision, compatibility, and practical relevance30 min
Objective — Separate magnitude, precision, compatibility, and practical relevance
07Choose and Interpret Statistical TestsLet the question, design, variable type, and assumptions choose the method30 min
Objective — Let the question, design, variable type, and assumptions choose the method
08Understand Relationships, Regression and PredictionRead coefficients, residuals, R squared, collinearity, and validation without claiming causation30 min
Objective — Read coefficients, residuals, R squared, collinearity, and validation without claiming causation
09Interpret Common Health-Research MeasuresDiagnostic accuracy, risk, odds, rates, NNT, and survival30 min
Objective — Diagnostic accuracy, risk, odds, rates, NNT, and survival
10Analyze Qualitative and Mixed-Methods EvidenceTurn transcripts into supported themes and integrate them with numbers30 min
Objective — Turn transcripts into supported themes and integrate them with numbers
11Search, Critically Appraise and Peer-Review ResearchJudge methods and claims instead of trusting an abstract30 min
Objective — Judge methods and claims instead of trusting an abstract
12Write and Present Scientific FindingsMove from tables to a paper, slide deck, and audience-specific explanation30 min
Objective — Move from tables to a paper, slide deck, and audience-specific explanation
13Pattern SynthesisComplete an independent health investigation and defend every decision30 min
Objective — Complete an independent health investigation and defend every decision
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