Explore AI’s historical context and key areas in banking. Dive into credit scoring, algorithmic trading, risk management, and customer service. Learn from real-world examples like FICO, BlackRock’s Aladdin, JP Morgan, and Bank of America’s “Erica.” Address ethical challenges and regulatory compliance. Gain a comprehensive understanding through practical examples and discussions. Join now and shape the […]
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Explore deep learning basics, neural networks, and their financial applications. Master neural network structures, activation functions, and backpropagation. Delve into CNNs for document processing and RNNs for stock trend prediction. Learn transfer learning for sentiment analysis and build a time-series prediction model. Gain practical skills through hands-on projects and real-world examples. Join now and revolutionize […]
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Dive into supervised learning algorithms, focusing on classification and regression for financial applications like credit scoring and risk assessment. Explore decision trees, logistic regression, and support vector machines for credit risk classification. Learn linear regression, Lasso, and Ridge for stock price prediction. Gain hands-on experience with exercises and case studies, and understand model evaluation techniques. […]
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Dive into unsupervised learning, exploring clustering, anomaly detection, and dimensionality reduction. Learn key concepts, algorithms like K-Means and PCA, and their financial applications. Gain hands-on experience with exercises and case studies, including customer segmentation and fraud detection. Join now to enhance your skills!
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