Machine Learning Pipeline for Credit Card Fraud Detection
Machine Learning Pipeline for Credit Card Fraud Detection
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Explore the fundamentals of fraud detection, highlighting the role of machine learning in overcoming challenges like credit card fraud. Gain insights into the ML pipeline, from data preparation to deployment. Delve into feature engineering, discussing critical data transformations. Discover key modelling techniques, evaluation metrics, and strategies to enhance accuracy. Finally, address ethical concerns, such as bias and privacy, while examining future trends in fraud detection technology.