Analytics Model Management: 7 Best Practices to Improve Compliance, Reporting and Performance
These best practices can help you not just meet regulators’ requirements but also increase the value your models add to the business
How to Use Alternative Data in Credit Risk Analytics
Here is useful information on how to assess alternative data and combine it with so-called traditional data to improve credit risk analytics
How to Meet New Model Risk Management Guidelines
A new supervisory statement from the Bank of England suggests stronger controls are needed, and the principles are good guidance for banks globally
Explainable Machine Learning for Probability of Default Calculations
How the FICO Platform can enable explainable machine learning models for more effective PD calculations
How Transaction Analytics Transform Lending Speed and Results
Fierce competition, open banking and financial inclusion drive the uptake of transaction analytics in lending
Improving IRB and RWA Calculations with Machine Learning
Through explainable machine learning models, behavioural and PD models for the retail banking sector can be created with higher levels of predictiveness.
Does the EU Framework for Responsible AI Go Far Enough?
Whilst the EU have rightly focused on the use of AI and data science strategic leadership, more needs to be done on AI explainability
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