Survive the Risk Arena,
one audit at a time.

Every risk manager's job exists because someone, somewhere, lost a fortune nobody saw coming. Meet the disasters that created the profession, learn to measure returns and volatility, and build your first value-at-risk number by hand.

1. 💥
   Level 1 Why Risk Is Measured ★★★ ◆
2. 🔒
   Level 2 Returns, Volatility & the Bell Curve ★★★ ◆ Needs: L01
3. 🔒
   Level 3 VaR: One Number for the Tail ★★★ ◆◆ Needs: L02
4. 🔒
   Level 4 Your First VaR ★★★ ◆◆ Needs: L03
5. 🔒
   Level 5 Horizon, Confidence & the Basel Rules ★★★ ◆◆ Needs: L04
6. 🔒 👑
   Level 6 · AUDIT The Risk Desk Audit ★★★ ◆◆◆ Needs: L05

One position is easy; a bank is thousands of them. Learn how correlation shrinks risk, how to decompose a portfolio's VaR into decisions, how volatility is forecast, and the three engines — delta-normal, historical simulation, Monte Carlo — that power every risk system.

1. 🔒
   Level 7 Portfolio VaR: Correlation Is Everything ★★★ ◆◆◆ Needs: L05
2. 🔒
   Level 8 Marginal, Incremental & Component VaR ★★★ ◆◆◆ Needs: L07
3. 🔒
   Level 9 Volatility That Moves: EWMA & GARCH ★★★ ◆◆◆ Needs: L07
4. 🔒
   Level 10 Delta-Normal: Fast but Fragile ★★★ ◆◆◆ Needs: L07
5. 🔒
   Level 11 Historical Simulation: Let the Past Speak ★★★ ◆◆◆ Needs: L10
6. 🔒
   Level 12 Monte Carlo: Manufacturing Futures ★★★ ◆◆◆◆ Needs: L10
7. 🔒
   Level 13 Backtesting: Keeping the Model Honest ★★★ ◆◆◆◆ Needs: L11, L12
8. 🔒 👑
   Level 14 · AUDIT The Model Validation Audit ★★★ ◆◆◆◆ Needs: L13, L08

VaR describes ordinary days. The war room is for the others: stress tests for markets that gap, liquidity that evaporates when you need it, credit losses that arrive skewed, and the discipline of budgeting risk like money. Ends with the CRO's final.

1. 🔒
   Level 15 Stress Tests & Scenario Analysis ★★★ ◆◆◆◆ Needs: L13
2. 🔒
   Level 16 Liquidity Risk: When the Exit Jams ★★★ ◆◆◆◆ Needs: L15
3. 🔒
   Level 17 Credit Risk Enters the Arena ★★★ ◆◆◆◆ Needs: L15
4. 🔒
   Level 18 Risk Budgeting & RAROC ★★★ ◆◆◆◆◆ Needs: L16, L17
5. 🔒
   Level 19 When VaR Fails: Fat Tails & Blowups ★★★ ◆◆◆◆◆ Needs: L16, L17
6. 🔒 👑
   Level 20 · AUDIT The Chief Risk Officer's Final ★★★ ◆◆◆◆◆ Needs: L18, L19