SECTION 7: Risk Management & Analytics (230ā275)
230. Risk Management Overview (Endur Risk Manager)
231. Market Risk: Concepts & Metrics in Commodities
232. Value at Risk (VaR): Historical and Parametric
233. PFE (Potential Future Exposure) & EPE Calculations
234. Stress Testing & Scenario Design
235. Scenario Generation & Shock Libraries
236. P&L Attribution and Risk Drivers
237. Risk Dashboards & Alerting (Risk Manager UI)
238. Counterparty Credit Risk Fundamentals
239. CVA/DVA: Concepts and Implementation Patterns
240. Margining & Initial Margin Calculations
241. Exposure Calculation Methodologies (Simulations)
242. Netting & Collateral Effects in Risk Metrics
243. Position Limits & Concentration Metrics
244. Regulatory Risk Metrics (Basel, CCR)
245. Risk Data Feeds & Governance
246. Monte Carlo Simulations: Setup and Scale
247. Scenario Reconciliations and Audit Trails
248. Backtesting Risk Models & Validation
249. Intraday Risk Monitoring & Alerts
250. Stress Scenario Playbooks for Energy Markets
251. Risk Aggregation Across Commodities & Portfolios
252. Credit Limit Architecture & Enforcement (Credit Manager)
253. Collateral Optimization for Counterparties
254. Margin Call Lifecycle & Automation
255. Greeks in Risk Context & Sensitivity Reports
256. Exposure Reporting for Clearing & CCPs
257. Integration with Clearing Houses & CCPs
258. Case Study: PFE Calculation for a Gas Portfolio
259. Workshop: Build a VaR Job and Dashboard
260. Workshop: Run a Stress Test for Power Portfolio
261. Lab: Credit Exposure Reconciliation
262. Risk Automation Using OpenComponents & Kafka Events
263. Risk Performance Tuning (Parallelisation)
264. Model Governance: Approval and Versioning
265. Regulatory Reporting in v25 (templates & extracts)
266. Advanced Topics: Wrong-Way Risk, Cross-Gamma Effects
267. Troubleshooting Risk Calculation Failures
268. Best Practices for Risk Testing & Release Cycles
269. Quiz: Risk Concepts & Tools
270. Review Exercises & Case Studies
271. Integration with BI Tools for Risk (DataMart ā Power BI/Looker)
272. Advanced Analytics: Factor Models & PCA for Commodities
273. Machine Learning Use-cases (anomaly detection in P&L)
274. Section Summary & Recommended Controls
275. Section Review & Checklist