Udemy - Generative AI For Loan Underwriters

Category Other
Type Tutorials
Language English
Total size 261.6 MB
Uploaded By freecoursewb

Downloads 87
Last checked 1 week ago
Date uploaded 5 months ago
Seeders 1
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Infohash : 30C64CD30005678F3F2158B5C4C57BC5E44B777E

Generative AI For Loan Underwriters

https://WebToolTip.com

Published 7/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 261.61 MB | Duration: 2h 4m

1000+ Prompts to Transform the Future of Loan/Credit Underwriting

What you'll learn
Understand the fundamentals of Generative AI and how it applies to credit assessment and underwriting tasks.
Access and use a curated library of 1000+ prompts for real-world underwriting scenarios and documentation tasks.
Navigate the structure and functionality of Loan Origination Systems (LOS) and identify where AI fits into the underwriting workflow.
Map the traditional underwriting process and discover opportunities for AI integration and automation.
Master Prompt Engineering techniques including zero-shot, one-shot, and few-shot prompting to extract, analyze, and summarize borrower data.
Differentiate between instructional prompts for automation and analytical prompts for reasoning and decision support.
Use prompt chaining to guide large language models (LLMs) through multi-step credit analysis tasks.
Extract structured data from bank statements, paystubs.
Generate clear summaries of borrower income, expenses, and financial inconsistencies using AI.
Automate key underwriting components such as document checklists, risk summaries, and creditworthiness profiles.
Detect financial red flags, suspicious transactions, and risk indicators with prompt-based analysis.
Automate AML and KYC workflows and ensure regulatory alignment using compliance-focused prompt templates.
Simulate loan scenarios to evaluate risk appetite and generate AI-backed recommendations for loan terms, collateral, and limits.
Automatically generate approval/rejection memos, credit memos, and summary reports for committee review.
Format and present AI outputs in markdown documents, slides, and audit trails suitable for both internal and external stakeholders.
Design explainable and transparent AI outputs aligned with Fair Lending, AML, and ECOA requirements.

Requirements
Basic Understanding of Loan Underwriting Concepts

                Files: 

                [ WebToolTip.com ] Udemy - Generative AI For Loan Underwriters
Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here !1 - Introduction to Generative AI1 - What is Generative AI.mp4 (15.4 MB)
- HumanintheLoop HITL and Auditability25 - Designing Explainable AI Outputs.mp4 (9.6 MB)
- 1000 Prompts Generative AI for Loan Underwriters26 - Extracting Data from Bank Statements.html (2.3 KB)
- Parsing ID Documents and Utility Bills with OCR.html (2.4 KB)
- Analyzing Tax Returns and Employment Proofs.html (2.4 KB)
- AutoDetecting Missing Documents in Applications.html (2.5 KB)
- Detecting Irregular Income Patterns.html (2.4 KB)
- Summarizing Income and Expense Reports.html (2.3 KB)
- Computing DebttoIncome Ratios via Prompting.html (2.3 KB)
- Analyzing SelfEmployed vs Salaried Income.html (2.4 KB)
- Evaluating Credit History Using Prompt Templates.html (2.2 KB)
- Prompting for Borrower Risk Summaries.html (2.4 KB)
- Detecting Financial Red Flags via LLM.html (2.3 KB)
- Identifying Suspicious Transactions from Narratives.html (2.4 KB)
- AMLKYC Verification with Structured Prompts.html (2.4 KB)
- Predicting Risk Categories Using Text and Numbers.html (2.4 KB)
- Creating AIPrompted Creditworthiness Profiles.html (2.4 KB)
- Classifying Borrowers by Risk Appetite.html (2.5 KB)
- Prompting for PersonaBased Credit Analysis.html (2.5 KB)
- Scoring Borrowers for Policy Fit.html (2.4 KB)
- Segmenting Applications Based on Loan Purpose.html (2.5 KB)
- Instructional vs Analytical Prompts in Credit Decisions.html (2.2 KB)
- Zeroshot Oneshot Fewshot Prompting Techniques.html (2.9 KB)
- Prompt Chaining for MultiStep Credit Analysis.html (2.3 KB)
- Designing Reusable Prompt Templates.html (3.2 KB)
- Embedding Company Policy into Prompt Constraints.html (2.7 KB)
- Generating Loan Approval or Rejection Justifications.html (2.4 KB)
- Recommending Loan Terms Collateral and Tenure.html (2.4 KB)
- Creating Credit Memos and Risk Notes.html (2.3 KB)
- Writing AIBased Approval or Rejection Narratives.html (2.4 KB)
- Simulating Loan Scenarios Based on Risk Appetite.html (2.3 KB)
- Automating Document Checklists.html (2.3 KB)
- Generating Summary Reports for Loan Committees.html (2.3 KB)
- Formatting Markdown and Slide Reports from Prompts.html (2.4 KB)
- Drafting Audit Trail Logs Automatically.html (2.5 KB)
- Prompt Logging and Traceability Workflows.html (2.4 KB)
- Automating Compliance Reporting.html (2.4 KB)
- Verifying AI Decisions Against Lending Policies.html (2.5 KB)
- Flagging Policy Violations in Applications.html (2.4 KB)
- Writing Fair Lending Disclosures with Prompts.html (2.6 KB)
- Embedding Regulatory Rules in AI Output.html (2.7 KB)
- Drafting Explanations of Rejections for Borrowers.html (2.7 KB)
- Writing LenderFacing Risk Summaries.html (2.7 KB)
- Generating Clarification Requests to Applicants.html (2.6 KB)
- Preparing Underwriter Memos for Exceptions.html (2.6 KB)
- Prompting Appeals and Reconsideration Notes.html (2.6 KB)
- Designing Explainable AI Outputs.html (2.6 KB)
- Verifying AI Suggestions with Manual Checks.html (2.7 KB)
- Comparing Human vs AI Underwriting Results.html (2.6 KB)
- Testing Prompt Variations for Output Quality.html (2.8 KB)
- Building Prompt Libraries for Audit and QA Teams.html (2.7 KB)
- Optimizing Prompts for Regulatory Compliance.html (2.7 KB)
- Downloadable files2 - Course Setup Dataset File Prompts used in live demos.html (0.0 KB)
- Loan-Underwriting-Analytics-Dataset.csv (665.5 KB)
- Prompts-used-in-live-demos-8.docx (15.6 KB)
- Understanding the Loan Underwriting Lifecycle3 - Loan Origination Systems LOS and Workflow Overview.mp4 (10.8 MB)
- Underwriting Process Mapping for AI Integration.mp4 (12.8 MB)
- Prompt Engineering for Underwriting5 - What is Prompt Engineering.mp4 (14.0 MB)
- Instructional vs Analytical Prompts in Credit Decisions.mp4 (9.6 MB)
- Zeroshot Oneshot and Fewshot Prompting Techniques.mp4 (9.9 MB)
- Prompt Chaining for MultiStep Credit Analysis.mp4 (9.7 MB)
- AIPowered Document Analysis10 - Summarizing Income and Expense Reports Using Prompts.mp4 (13.6 MB)
- Automating Document Checklists with Prompt Templates.mp4 (14.3 MB)
- Extracting Data from Bank Statements and Paystubs.mp4 (11.8 MB)
- Borrower Risk Assessment Using AI12 - Generating Borrower Risk Summaries with LLMs.mp4 (9.8 MB)
- Detecting Financial Red Flags and Risk Indicators.mp4 (10.5 MB)
- Creating AIPrompted Creditworthiness Profiles.mp4 (10.2 MB)
- Fraud Detection and Regulatory Compliance15 - Identifying Inconsistencies in Financial Data.mp4 (13.8 MB)
- Prompts for Detecting Suspicious Transactions.mp4 (10.7 MB)
- AIBased AML and KYC Verification Workflows.mp4 (7.8 MB)
- Automating Compliance Reporting and Policy Checks.mp4 (7.0 MB)
- Loan Decisioning and Automation19 - Simulating Loan Scenarios Based on Risk Appetite.mp4 (10.0 MB)
- AI Suggestions for Loan Terms Collateral and Limits.mp4 (12.6 MB)
- Generating ApprovalRejection Memos Automatically.mp4 (10.5 MB)
- Generating Underwriting Documents and Summaries22 - AutoCreating Credit Memos and Risk Notes.mp4 (8.4 MB)
- Summary Generation for Loan Committee Meetings.mp4 (10.5 MB)
- Creating Markdown and Slide Reports from AI Output.mp4 (7.5 MB)
Bonus Resources.txt (0.1 KB)

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