Chapter-119-Case-Management-Architecture_DurgaAnalytics.pdf

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Energy & Commodity Trade Surveillance & Market Abuse

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Module 01 - Surveillance Desk Primer (Chapters 01–08)

  • Chapter-01-What-a-Commodity-Trade-Surveillance-Function-Actually-Does_DurgaAnalytics.pdf
  • Module 01 - Surveillance Desk Primer.mp4
  • Module 01 - Surveillance Desk Primer.chapters.txt
  • 1. What a Commodity Trade Surveillance Function Actually Does.m4a
  • 2. Front Office → ETRM → Surveillance → Compliance → Regulator.m4a
  • 3. Orders, Executions, Trades, Positions and Physical Operations.m4a
  • 4. Financial vs Physical Commodity Surveillance.m4a
  • 5. Anatomy of a Surveillance Alert.m4a
  • 6. From Alert to Investigation to Case Closure.m4a
  • 7. False Positive vs Suspicious Behaviour.m4a
  • 8. End-to-End Surveillance Operating Model.m4a

Module 02 - Market Abuse & Regulatory Foundations (Chapters 09–20)

  • Module 02 - Market Abuse & Regulatory Foundations.mp4
  • Module 02 - Market Abuse & Regulatory Foundations.chapters.txt
  • 16. MAR and Commodity Derivatives.m4a
  • 20. Building a Regulatory Control Matrix.m4a
  • 18. ACER, NRAs, Exchanges and Market Operators.m4a
  • 14. REMIT Architecture.m4a
  • 9. Why Commodity Markets Need Surveillance.m4a
  • 17. REMIT vs MAR.m4a
  • 13. Inside Information.m4a
  • 12. Insider Trading.m4a
  • 11. Attempted Market Manipulation.m4a
  • 19. Suspicious Transaction and Order Reporting.m4a
  • 15. Revised REMIT and the Modern Surveillance Landscape.m4a
  • 10. Market Manipulation Fundamentals.m4a

Module 03 - Trading & Surveillance Data (Chapters 21–32)

  • Module 03 - Trading & Surveillance Data.mp4
  • Module 03 - Trading & Surveillance Data.chapters.txt
  • 30. P_&L Data.m4a
  • 26. Trader and Account Hierarchies.m4a
  • 21. Order Lifecycle.m4a
  • 23. Trade Lifecycle.m4a
  • 27. Instrument and Contract Reference Data.m4a
  • 25. Order-Book Reconstruction.m4a
  • 32. Creating the Surveillance Golden Record.m4a
  • 22. Execution Lifecycle.m4a
  • 24. Amendments and Cancellations.m4a
  • 28. Market Data and Tick Data.m4a
  • 29. Position Data.m4a
  • 31. Physical and Nomination Data.m4a

Module 04 - Order & Trade Manipulation (Chapters 33–47)

  • Module 04 - Order & Trade Manipulation.mp4
  • Module 04 - Order & Trade Manipulation.chapters.txt
  • Chapter-33-Spoofing_DurgaAnalytics.pdf
  • 33. Spoofing.m4a
  • 46. Collusive Behaviour.m4a
  • 35. Wash Trading.m4a
  • 42. Quote Stuffing.m4a
  • 39. Painting the Tape.m4a
  • 38. Circular Trading.m4a
  • 37. Pre-arranged Trading.m4a
  • 41. Momentum Ignition.m4a
  • 36. Self-Trading.m4a
  • 45. Benchmark Manipulation.m4a
  • 40. Marking the Close.m4a
  • 43. Abusive Order Cancellation.m4a
  • 34. Layering.m4a
  • 47. Manipulation Pattern Comparison Lab.m4a
  • 44. Artificial Price Formation.m4a

Module 05 - Physical Energy Market Manipulation (Chapters 48–62)

  • Module 05 - Physical Energy Market Manipulation.mp4
  • Module 05 - Physical Energy Market Manipulation.chapters.txt
  • 51. Physical Withholding.m4a
  • 61. Cross-Commodity Physical Manipulation.m4a
  • 53. Gas Nomination Behaviour.m4a
  • 62. Building a Physical-Market Surveillance Model.m4a
  • 60. Physical Position → Financial Benefit.m4a
  • 52. Pipeline Capacity Manipulation.m4a
  • 59. Physical Asset → Price Relationship.m4a
  • 54. Storage Injection and Withdrawal Manipulation.m4a
  • 56. Transmission Congestion.m4a
  • 58. False Availability Information.m4a
  • 50. Economic Withholding.m4a
  • 55. LNG Cargo Behaviour.m4a
  • 57. Power Dispatch and Outages.m4a
  • 48. Why Physical Energy Surveillance Is Different.m4a
  • 49. Generator Capacity Withholding.m4a

Module 06 - Desk-Specific Investigations (Chapters 63–74)

  • Module 06 - Desk-Specific Investigations.mp4
  • Module 06 - Desk-Specific Investigations.chapters.txt
  • 68. Gas Storage Investigation.m4a
  • 70. LNG Cargo Diversion Investigation.m4a
  • 65. European Power Markets.m4a
  • 74. Cross-Market Case Reconstruction.m4a
  • 64. NBP Surveillance.m4a
  • 72. Emissions Market Investigation.m4a
  • 63. TTF Surveillance.m4a
  • 71. Crude Oil Benchmark Investigation.m4a
  • 69. Pipeline Capacity Investigation.m4a
  • 73. Freight and Commodity Interaction.m4a
  • 66. Intraday Power Manipulation.m4a
  • 67. Day-Ahead Market Behaviour.m4a

Module 07 - Cross-Market Surveillance (Chapters 75–84)

  • Module 07 - Cross-Market Surveillance.mp4
  • Module 07 - Cross-Market Surveillance.chapters.txt
  • 80. Commodity vs Freight.m4a
  • 81. Commodity vs Emissions.m4a
  • 76. Spot vs Forward Manipulation.m4a
  • 77. Futures vs OTC.m4a
  • 83. Beneficial Ownership and Entity Networks.m4a
  • 79. Commodity vs FX.m4a
  • 78. Exchange vs Bilateral Trading.m4a
  • 75. Physical vs Futures Positions.m4a
  • 84. Cross-Market Manipulation Detection.m4a
  • 82. Related Accounts.m4a

Module 08 - Surveillance Analytics (Chapters 85–99)

  • Module 08 - Surveillance Analytics.mp4
  • Module 08 - Surveillance Analytics.chapters.txt
  • 85. Rule-Based Surveillance.m4a
  • 86. Threshold Design.m4a
  • 91. Peer-Group Analysis.m4a
  • 93. Order-Book Features.m4a
  • 97. Machine Learning for Surveillance.m4a
  • 90. Trader Behaviour Profiling.m4a
  • 88. Statistical Baselines.m4a
  • 98. Explainable AI for Alerts.m4a
  • 89. Z-Scores and Anomaly Detection.m4a
  • 95. Physical Behaviour Features.m4a
  • 87. Time-Window Detection.m4a
  • 94. Position and P_&L Features.m4a
  • 92. Time-Series Detection.m4a
  • 96. Graph Analytics.m4a
  • 99. Model Validation and Backtesting.m4a

Module 09 - Alert & Investigation Management (Chapters 100–109)

  • Module 09 - Alert & Investigation Management.mp4
  • Module 09 - Alert & Investigation Management.chapters.txt
  • 101. Alert Prioritisation.m4a
  • 104. Timeline Reconstruction.m4a
  • 102. Risk Scoring.m4a
  • 105. Trader Behaviour Analysis.m4a
  • 107. Investigator Notes.m4a
  • 103. Evidence Collection.m4a
  • 109. Closing and Documenting an Investigation.m4a
  • 108. Escalation and Case Governance.m4a
  • 106. Communications Correlation.m4a
  • 100. Alert Generation.m4a

Module 10 - ETRM & Surveillance Technology (Chapters 110–119)

  • Module 10 - ETRM & Surveillance Technology.mp4
  • Module 10 - ETRM & Surveillance Technology.chapters.txt
  • 114. Physical Operations Integration.m4a
  • 112. Market Data Integration.m4a
  • 110. ETRM as a Surveillance Source.m4a
  • 115. Kafka_Event Architecture.m4a
  • 113. Position_P_&L Integration.m4a
  • 119. Case Management Architecture.m4a
  • 111. Trade Capture Integration.m4a
  • 117. ClickHouse Surveillance Analytics.m4a
  • 118. Detection Microservices.m4a
  • 116. Surveillance Lakehouse.m4a

Module 11 - NorthStar Capstone (Chapters 120–130)

  • Module 11 - NorthStar Capstone.mp4
  • Module 11 - NorthStar Capstone.chapters.txt
  • 126. Position_P_&L Dataset.m4a
  • 125. ETRM Trade Dataset.m4a
  • 127. Physical Operations Dataset.m4a
  • 122. Traders and Desk Structure.m4a
  • 121. Synthetic Energy Trading Firm.m4a
  • 128. Hidden Manipulation Scenarios.m4a
  • 123. Market Dataset.m4a
  • 130. Final Surveillance Case Report.m4a
  • 129. Conduct the Investigation.m4a
  • 124. Order Dataset.m4a
  • 120. Capstone Introduction.m4a

PDF Notes - Professional education, not legal advice

  • Chapter-02-Front-Office-to-ETRM-to-Surveillance-to-Compliance-to-Regulator_DurgaAnalytics.pdf
  • Chapter-03-Entities-and-Lineage_DurgaAnalytics.pdf
  • Chapter-61-Cross-Commodity-Physical-Manipulation_DurgaAnalytics.pdf
  • Chapter-60-Physical-Position-to-Financial-Benefit_DurgaAnalytics.pdf
  • Chapter-59-Physical-Asset-to-Price-Relationship_DurgaAnalytics.pdf
  • Chapter-58-False-Availability-Information_DurgaAnalytics.pdf
  • Chapter-62-Building-a-Physical-Market-Surveillance-Model_DurgaAnalytics.pdf
  • Chapter-64-NBP-Surveillance_DurgaAnalytics.pdf
  • Chapter-63-TTF-Surveillance_DurgaAnalytics.pdf
  • Chapter-65-European-Power-Markets_DurgaAnalytics.pdf
  • Chapter-66-Intraday-Power-Manipulation_DurgaAnalytics.pdf
  • Chapter-67-Day-Ahead-Market-Behaviour_DurgaAnalytics.pdf
  • Chapter-68-Gas-Storage-Investigation_DurgaAnalytics.pdf
  • Chapter-69-Pipeline-Capacity-Investigation_DurgaAnalytics.pdf
  • Chapter-71-Crude-Oil-Benchmark-Investigation_DurgaAnalytics.pdf
  • Chapter-70-LNG-Cargo-Diversion-Investigation_DurgaAnalytics.pdf
  • Chapter-57-Power-Dispatch-and-Outages_DurgaAnalytics.pdf
  • Chapter-75-Physical-vs-Futures-Positions_DurgaAnalytics.pdf
  • Chapter-73-Freight-and-Commodity-Interaction_DurgaAnalytics.pdf
  • Chapter-72-Emissions-Market-Investigation_DurgaAnalytics.pdf
  • Chapter-74-Cross-Market-Case-Reconstruction_DurgaAnalytics.pdf
  • Chapter-78-Exchange-vs-Bilateral-Trading_DurgaAnalytics.pdf
  • Chapter-77-Futures-vs-OTC_DurgaAnalytics.pdf
  • Chapter-46-Collusive-Behaviour_DurgaAnalytics.pdf
  • Chapter-18-ACER-NRAs-Exchanges-and-Market-Operators_DurgaAnalytics.pdf
  • Chapter-20-Building-a-Regulatory-Control-Matrix_DurgaAnalytics.pdf
  • Chapter-49-Generator-Capacity-Withholding_DurgaAnalytics.pdf
  • Chapter-19-Suspicious-Transaction-and-Order-Reporting_DurgaAnalytics.pdf
  • Chapter-10-Market-Manipulation-Fundamentals_DurgaAnalytics.pdf
  • Chapter-12-Insider-Trading_DurgaAnalytics.pdf
  • Chapter-76-Spot-vs-Forward-Manipulation_DurgaAnalytics.pdf
  • Chapter-21-Order-Lifecycle_DurgaAnalytics.pdf
  • Chapter-22-Execution-Lifecycle_DurgaAnalytics.pdf
  • Chapter-24-Amendments-and-Cancellations_DurgaAnalytics.pdf
  • Chapter-26-Trader-and-Account-Hierarchies_DurgaAnalytics.pdf
  • Chapter-23-Trade-Lifecycle_DurgaAnalytics.pdf
  • Chapter-25-Order-Book-Reconstruction_DurgaAnalytics.pdf
  • Chapter-27-Instrument-and-Contract-Reference-Data_DurgaAnalytics.pdf
  • Chapter-29-Position-Data_DurgaAnalytics.pdf
  • Chapter-28-Market-Data-and-Tick-Data_DurgaAnalytics.pdf
  • Chapter-30-P-L-Data_DurgaAnalytics.pdf
  • Chapter-79-Commodity-vs-FX_DurgaAnalytics.pdf
  • Chapter-31-Physical-and-Nomination-Data_DurgaAnalytics.pdf
  • Chapter-81-Commodity-vs-Emissions_DurgaAnalytics.pdf
  • Chapter-80-Commodity-vs-Freight_DurgaAnalytics.pdf
  • Chapter-32-Creating-the-Surveillance-Golden-Record_DurgaAnalytics.pdf
  • Chapter-47-Manipulation-Pattern-Comparison-Lab_DurgaAnalytics.pdf
  • Chapter-34-Layering_DurgaAnalytics.pdf
  • Chapter-52-Pipeline-Capacity-Manipulation_DurgaAnalytics.pdf
  • Chapter-55-LNG-Cargo-Behaviour_DurgaAnalytics.pdf
  • Chapter-56-Transmission-Congestion_DurgaAnalytics.pdf
  • Chapter-48-Why-Physical-Energy-Surveillance-Is-Different_DurgaAnalytics.pdf
  • Chapter-53-Gas-Nomination-Behaviour_DurgaAnalytics.pdf
  • Chapter-51-Physical-Withholding_DurgaAnalytics.pdf
  • Chapter-54-Storage-Injection-and-Withdrawal-Manipulation_DurgaAnalytics.pdf
  • Chapter-37-Pre-arranged-Trading_DurgaAnalytics.pdf
  • Chapter-50-Economic-Withholding_DurgaAnalytics.pdf
  • Chapter-35-Wash-Trading_DurgaAnalytics.pdf
  • Chapter-38-Circular-Trading_DurgaAnalytics.pdf
  • Chapter-40-Marking-the-Close_DurgaAnalytics.pdf
  • Chapter-36-Self-Trading_DurgaAnalytics.pdf
  • Chapter-43-Abusive-Order-Cancellation_DurgaAnalytics.pdf
  • Chapter-44-Artificial-Price-Formation_DurgaAnalytics.pdf
  • Chapter-39-Painting-the-Tape_DurgaAnalytics.pdf
  • Chapter-42-Quote-Stuffing_DurgaAnalytics.pdf
  • Chapter-41-Momentum-Ignition_DurgaAnalytics.pdf
  • Chapter-45-Benchmark-Manipulation_DurgaAnalytics.pdf
  • Chapter-82-Related-Accounts_DurgaAnalytics.pdf
  • Chapter-08-End-to-End-Surveillance-Operating-Model_DurgaAnalytics.pdf
  • Chapter-83-Beneficial-Ownership-and-Entity-Networks_DurgaAnalytics.pdf
  • Chapter-84-Cross-Market-Manipulation-Detection_DurgaAnalytics.pdf
  • Chapter-85-Rule-Based-Surveillance_DurgaAnalytics.pdf
  • Chapter-15-Revised-REMIT-and-the-Modern-Surveillance-Landscape_DurgaAnalytics.pdf
  • Chapter-17-REMIT-vs-MAR_DurgaAnalytics.pdf
  • Chapter-05-Anatomy-of-an-Alert_DurgaAnalytics.pdf
  • Chapter-14-REMIT-Architecture_DurgaAnalytics.pdf
  • Chapter-04-Financial-vs-Physical-Trading_DurgaAnalytics.pdf
  • Chapter-07-False-Positive-vs-Suspicious_DurgaAnalytics.pdf
  • Chapter-11-Attempted-Market-Manipulation_DurgaAnalytics.pdf
  • Chapter-09-Why-Commodity-Markets-Need-Surveillance_DurgaAnalytics.pdf
  • Chapter-16-MAR-and-Commodity-Derivatives_DurgaAnalytics.pdf
  • Chapter-13-Inside-Information_DurgaAnalytics.pdf
  • Chapter-06-Alert-to-Closure_DurgaAnalytics.pdf
  • Chapter-86-Threshold-Design_DurgaAnalytics.pdf
  • Chapter-90-Trader-Behaviour-Profiling_DurgaAnalytics.pdf
  • Chapter-87-Time-Window-Detection_DurgaAnalytics.pdf
  • Chapter-91-Peer-Group-Analysis_DurgaAnalytics.pdf
  • Chapter-89-Z-Scores-and-Anomaly-Detection_DurgaAnalytics.pdf
  • Chapter-88-Statistical-Baselines_DurgaAnalytics.pdf
  • Chapter-94-Position-and-PnL-Features_DurgaAnalytics.pdf
  • Chapter-93-Order-Book-Features_DurgaAnalytics.pdf
  • Chapter-92-Time-Series-Detection_DurgaAnalytics.pdf
  • Chapter-95-Physical-Behaviour-Features_DurgaAnalytics.pdf
  • Chapter-96-Graph-Analytics_DurgaAnalytics.pdf
  • Chapter-100-Alert-Generation_DurgaAnalytics.pdf
  • Chapter-98-Explainable-AI-for-Alerts_DurgaAnalytics.pdf
  • Chapter-99-Model-Validation-and-Backtesting_DurgaAnalytics.pdf
  • Chapter-97-Machine-Learning-for-Surveillance_DurgaAnalytics.pdf
  • Chapter-101-Alert-Prioritisation_DurgaAnalytics.pdf
  • Chapter-102-Risk-Scoring_DurgaAnalytics.pdf
  • Chapter-103-Evidence-Collection_DurgaAnalytics.pdf
  • Chapter-104-Timeline-Reconstruction_DurgaAnalytics.pdf
  • Chapter-109-Closing-and-Documenting-an-Investigation_DurgaAnalytics.pdf
  • Chapter-105-Trader-Behaviour-Analysis_DurgaAnalytics.pdf
  • Chapter-108-Escalation-and-Case-Governance_DurgaAnalytics.pdf
  • Chapter-107-Investigator-Notes_DurgaAnalytics.pdf
  • Chapter-110-ETRM-as-a-Surveillance-Source_DurgaAnalytics.pdf
  • Chapter-111-Trade-Capture-Integration_DurgaAnalytics.pdf
  • Chapter-106-Communications-Correlation_DurgaAnalytics.pdf
  • Chapter-113-Position-and-P-L-Integration_DurgaAnalytics.pdf
  • Chapter-116-Surveillance-Lakehouse_DurgaAnalytics.pdf
  • Chapter-115-Kafka-and-Event-Architecture_DurgaAnalytics.pdf
  • Chapter-114-Physical-Operations-Integration_DurgaAnalytics.pdf
  • Chapter-112-Market-Data-Integration_DurgaAnalytics.pdf
  • Chapter-119-Case-Management-Architecture_DurgaAnalytics.pdf
  • Chapter-117-ClickHouse-Surveillance-Analytics_DurgaAnalytics.pdf
  • Chapter-118-Detection-Microservices_DurgaAnalytics.pdf
  • Chapter-120-Capstone-Introduction_DurgaAnalytics.pdf
  • Chapter-123-Market-Dataset_DurgaAnalytics.pdf
  • Chapter-126-Position-P-L-Dataset_DurgaAnalytics.pdf
  • Chapter-124-Order-Dataset_DurgaAnalytics.pdf
  • Chapter-122-Traders-and-Desk-Structure_DurgaAnalytics.pdf
  • Chapter-121-Synthetic-Energy-Trading-Firm_DurgaAnalytics.pdf
  • Chapter-125-ETRM-Trade-Dataset_DurgaAnalytics.pdf
  • Chapter-127-Physical-Operations-Dataset_DurgaAnalytics.pdf
  • Chapter-129-Conduct-the-Investigation_DurgaAnalytics.pdf
  • Chapter-33-Spoofing_DurgaAnalytics.pdf
  • Chapter-128-Hidden-Manipulation-Scenarios_DurgaAnalytics.pdf
  • Chapter-130-Final-Surveillance-Case-Report_DurgaAnalytics.pdf
  • Chapter-01-What-a-Commodity-Trade-Surveillance-Function-Actually-Does_DurgaAnalytics.pdf

Course-Labs-For-Learners

  • Course-M0-M10-Labs-For-Learners.zip