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Credit Risk Assessment with Data Analytics and Artificial Intelligence for Business Executives - self-paced track
Introductions
Welcome and Introduction
About Superfluid Labs (2:31)
Module 1 - Concept Definitions
1 - Definitions (4:50)
2 - What is driving the use of Data Analytics and AI in Credit Risk Assessment? (11:12)
Module 2 - Introduction and Overview of AI-Powered Credit Risk Scoring
1 - Introduction and Overview of AI-powered Credit Risk Scoring (Description and Importance) (6:54)
2 - Introduction and Overview of AI-Powered Credit Risk Scoring (Process) (2:11)
3 - Introduction and Overview of AI-Powered Credit Risk Scoring (Data) (35:34)
4 - Introduction and Overview of AI-Powered Credit Risk Scoring (Expertise) (3:11)
5 - Introduction and Overview of AI-Powered Credit Risk Scoring (Tools) (2:50)
Module 3 - Business Applications of AI Powered Credit Risk Scoring
1 - Types of Business Models for AI powered - Overview (5:53)
2 - Types of Business Models for AI powered - (Telco + Bank) (8:12)
3 - Types of Business Models for AI powered - (Bank Only) (3:49)
4 - Types of Business Models for AI powered - (Fintech) (4:46)
5 - Types of Business Models for AI powered - (Agritech) (6:40)
6 - Types of Business Models for AI powered - (SolarPayGo) (2:38)
Module 4 - Getting Started with AI powered Credit Risk Scoring
1 - Considerations for Starting with AI-Powered Credit Risk Scoring - Overview (2:00)
2 - Target Market Considerations (3:00)
3 - Expertise Considerations (2:00)
4 - Data Considerations (7:35)
Module 5 - Technical Case Study Example
1 - Technical Case Studies (63:53)
Module 6 - Challenges and Mitigation Strategies
1 - Risks, Challenges and Mitigation Strategies - Overview (2:05)
2 - Target Market Challenges (14:00)
3 - Consumer Protection and Privacy (3:31)
4 - Readiness to Adopt AI (1:29)
5 - Regulatory Environment (0:50)
6 - Risk Management (4:39)
Appendix - Additional Material
Quantifying the Business Problem Size - Google Sheet
Introduction to Credit Risk Scoring for Lending Businesses - Training Slides
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Welcome and Introduction
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