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AI Use Case
Predict risk of loan delinquency for existing customers and recommend proactive handling strategies
Predict risk of loan delinquency and recommend proactive maintenance strategies. Machine learning can respond swiftly to dynamic information sources.
Function
Benefits
Cost - Reduce wastage,Risk reduction - Evaluate counter-party risk (eg credit scores)
Case Studies
ANZ Bank~ANZ bank identifies high risk loans and predicts customer defaults with deep learning
Potential Vendors
Nvidia
Industry
Financial Services
Banking
Data Sets
Structured / Semi-structured
AI Technologies
ML Task - Action Selection - Reinforcement Learning ,ML Task - Prediction - Binary Classification,Model Architecture - Deep Neural Networks,ML Task - Prediction - Regression,Traditional AI,ML Task - Grouping - Dimensionality Reduction
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