Analytical Reasoning
Data-driven decision making, pattern recognition, and logical analysis
Expert Focus: Graduate-level statistics, Bayesian inference, and causal reasoning for strategic leaders.
Data Literacy Fundamentals
BeginnerRead, interpret, and communicate with data. Build the foundation for data-driven decision making.
Introduction to Business Analytics
BeginnerUse spreadsheets and basic tools to analyze business data. Build your first dashboards and reports.
Statistical Thinking for Business
IntermediateGo beyond averages. Understand variation, correlation, and the basics of hypothesis testing.
Regression Analysis for Decision Making
IntermediatePredict outcomes and identify drivers. Build and interpret regression models for business applications.
Bayesian Decision Analysis for Strategic Leaders
ExpertApply probabilistic reasoning to high-stakes business decisions under uncertainty. Master prior elicitation, likelihood modeling, and posterior inference.
Causal Inference for Business Impact
AdvancedMove beyond correlation. Design experiments, analyze quasi-experiments, and establish causality when randomization is impossible.
Machine Learning for Executive Decision-Makers
AdvancedNot how to code ML—how to deploy it strategically. Model selection, validation, fairness, and the economic case for automation.
Forecasting Under Radical Uncertainty
ExpertWhen historical patterns break down. Scenario planning, expert judgment aggregation, and preparing for fat-tailed events.