Course Content
Lesson 22 – Accounting Analytics & Detection
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4 Topics
T85 – Accounting Analytics Foundations
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T86 – Outliers, Patterns & False Positives
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T87 – Continuous Controls Monitoring
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T88 – Analytic Evidence vs Investigative Conclusion
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Lesson 23 – AI Oversight for Accounting Systems
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4 Topics
T89 – AI Use in Accounting and Oversight
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T90 – Human-in-the-Loop Review
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T91 – Model Governance, Explainability & Auditability
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T92 – AI Output as Evidence: Limitations and Controls
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Lesson 24 – Model, Calculation & Decision Integrity
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4 Topics
T93 – Calculation, Model & Assumption Integrity
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T94 – Precision, Rounding & Systematic Residuals
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T95 – Decision Rules, Thresholds & Overrides
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T96 – Model Output Reconciliation to Accounting
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