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Phase 3 - Model Lifecycle & Operational Oversight

Sunday Phase 3 - Model Lifecycle & Operational Oversight


Supervised Learning via Credit Scoring

Supervised Learning via Credit Scoring

SS12 - Apply supervised learning concepts within audited credit risk workflows

Jan 11, 2026

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20 min read

Chain-of-Custody and Traceable Decisions

Chain-of-Custody and Traceable Decisions

SS11 - How to design systems where every decision can be reproduced, audited, and explained with complete provenance from input data through final action

Jan 4, 2026

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19 min read

How Machines Understand Documents

How Machines Understand Documents

SS10 : Understanding transformers, tokens, and sequence handling in financial AI systems

Dec 28, 2025

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20 min read

Why Model Lifecycle Differs From Software Lifecycle

Why Model Lifecycle Differs From Software Lifecycle

SS09 : Describe re-validation needs, change control, and monitoring feedback loops

Dec 21, 2025

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11 min read

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