Role-Driven Mastery System

Master the skills the job market is actually hiring for.

Follow a job-market-audited Role Path, move through a discipline end-to-end with a Career Pathway, or pursue a university-benchmarked Academic Certificate — each with a Basic → Intermediate → Advanced ladder, direct video learning bridges and a capstone proof-of-work project.

Comprehensive Certificate in Economics

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23 lessons3 tiers1 capstone project

A quantitative, decision-oriented certificate spanning microeconomics, macroeconomics, econometrics, game theory, behavioral economics, financial markets and policy - with causal reasoning and evidence at its core.

University Curriculum Benchmark: Stanford Economics BA/BS | MIT Economics | Harvard Economics | Yale Financial Markets

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Enrichment

FOUNDATIONS / INTRODUCTION

Bridge Topics

Recommended after FOUNDATIONS / INTRODUCTION — every lesson below is still open.

INTERMEDIATE CORE

Bridge Topics

Recommended after INTERMEDIATE CORE — every lesson below is still open.

ADVANCED / SPECIALIZATION

Bridge Topics

Integrative Capstone

Choose a consequential economic decision or policy question. Define the economic mechanism and competing hypotheses; assemble a transparent dataset; produce descriptive analysis and an econometric or causal design; stress-test assumptions and uncertainty; incorporate strategic, behavioral or institutional forces; quantify welfare, business or distributional tradeoffs; and deliver a reproducible notebook plus an executive or policy memo with a decision and limitations.

Evidence Standard

  • Explicit assumptions
  • correct use of micro/macro concepts
  • reproducible data preparation
  • statistically coherent estimates
  • clear distinction between correlation and causation
  • uncertainty and robustness
  • strategic and behavioral reasoning where relevant
  • quantitative tradeoffs
  • and communication that states what the evidence does and does not support. RELEASE QUALITY STANDARD: long-form academic instruction, reproducible evidence, explicit limitations and a capstone artifact that can be inspected - not just claimed