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This Expert input works as an overview of the basis of most available machine learning techniques and serves as a great stepping stone to get into the intricate world of ML. Whilst mostly written…

32. Behavioral Scorecard with Machine Learning Components

This article discusses the benefits of applying advanced analytics in the development of behavioural scoring models. It investigates how Machine Learning techniques can be used to model the…

33. Machine learning for credit risk IRB models

This article examines the challenges and potential opportunities presented by machine learning when used to compute regulatory capital for credit risk using internal ratings-based (IRB) models. It…

34. Non-regulatory credit models – Retention and collection models

In this article we have presented the development of non-regulatory models and reasons why this work is important for risk related problems in financial industry. Those scorecards, even if they are…

35. Credit Risk Analysis with Machine Learning

Credit risk analysis plays a crucial role in assessing the creditworthiness of borrowers. This article explores the application of various statistical techniques and machine learning algorithms for…

36. Utilizing Machine Learning for Feature Engineering in Credit Scoring Models

Discover how machine learning is transforming credit scoring models. Explore cutting-edge techniques for feature engineering, including advanced methods for handling missing data, variable…

37. Data preparation in credit modelling

Optimize credit risk model performance with meticulous data preparation. Transform raw data into structured format. Iterative process ensures relevancy over time. Explore, treat missing/outlier…

38. Data Management Toolkit

Explore the journey of enhancing risk management practices in major banks through BCBS 239 compliance. Learn how the Basel Committee's data management framework aims to improve risk reporting and…

39. Implementing BCBS239, What does it take?

This article discusses how Finalyse carries out implementation of BCBS 239 projects. It shows the stumbling blogs that typically hinder implementation of such projects, such as big-bang approach or…

40. ECB Good practices for climate-related and environmental risk management

With the release of ‘Good practices for climate-related and environmental risk management’, the ECB recognized that industry-wide knowledge sharing will be pertinent for promoting and acceleration in…

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Finalyse Insurance

Finalyse offers specialized consulting for insurance and pension sectors, focusing on risk management, actuarial modeling, and regulatory compliance. Their services include Solvency II support, IFRS 17 implementation, and climate risk assessments, ensuring robust frameworks and regulatory alignment for institutions.

Finalyse Valuation

Valuing complex products is both costly and demanding, requiring quality data, advanced models, and expert support. Finalyse Valuation Services are tailored to client needs, ensuring transparency and ongoing collaboration. Our experts analyse and reconcile counterparty prices to explain and document any differences.

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Unlock your potential with Finalyse: as risk management pioneers with over 35 years of experience, we provide advisory services and empower clients in making informed decisions. Our mission is to support them in adapting to changes and innovations, contributing to a sustainable and resilient financial system.