Sweta JavkarLeveraging PI and ICI Plots in Fintech: Optimizing Machine Learning Models for Financial InsightsIn the fintech space, machine learning models are pivotal in shaping decisions on credit risk, fraud detection, and customer segmentation…11h ago11h ago
Sweta JavkarLeveraging Transformers for Complaint Handling in Fintech: Insights from “Attention Is All You…In the fintech industry, effective complaint handling is crucial for maintaining customer satisfaction and loyalty. With the publication of…Jul 11Jul 11
Sweta JavkarBayesian ModellingBayesian modelling is a powerful approach for dealing with uncertainty and making informed decisions based on probabilistic reasoning…Jun 17Jun 17
Sweta JavkarThe Apriori algorithmThe Apriori algorithm is a popular method used in data mining for mining frequent itemsets and relevant association rules. It is…Jun 12Jun 12
Sweta JavkarLeveraging Design Patterns in Python for Data ScienceDesign patterns are generalized solutions to common problems encountered in software development. While they are traditionally associated…Jun 4Jun 4
Sweta JavkarMicroservices Architecture ExplainedMicroservices architecture is a way of building applications as a collection of small, independent services. Each service focuses on a…Mar 23Mar 23
Sweta JavkarUnveiling the Art of Model Monitoring Part II: Practical Implementations in Python.These examples showcase how you can monitor key aspects of machine learning models to detect drift, evaluate performance, ensure…Mar 22Mar 22
Sweta JavkarUnveiling the Art of Model Monitoring Part I: Ensuring Performance and Reliability in Machine…Model monitoring is crucial for ensuring the ongoing effectiveness and reliability of your machine learning models once they’re deployed in…Mar 22Mar 22
Sweta JavkarSimplifying Credit Risk Analysis with Python: Leveraging Common Table Expressions (CTEs)Credit risk analysis is a critical aspect of financial institutions’ operations, enabling them to assess the creditworthiness of customers…Mar 21Mar 21
Sweta JavkarUnlocking Financial Insights: The Role of Behavior Models in Fintech InnovationBehaviour models are used in financial technology to assess creditworthiness, detect fraudulent activities, and personalized financial…Mar 21Mar 21