Global Certificate in ML Banking Solutions
-- ViewingNowThe Global Certificate in ML Banking Solutions is a comprehensive course designed to meet the growing industry demand for professionals with expertise in machine learning applications for banking. This certificate course emphasizes the importance of harnessing AI and machine learning technologies to drive innovation, improve customer experience, and enhance decision-making in the banking sector.
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โข Machine Learning Fundamentals: Introduction to ML, Supervised and Unsupervised Learning, Regression, Classification, Clustering
โข Data Mining in Banking: Data Preparation, Data Cleaning, Data Visualization, Exploratory Data Analysis
โข Credit Risk Modeling: Credit Scoring, Logistic Regression, Decision Trees, Random Forest, Neural Networks
โข Fraud Detection: Anomaly Detection, Fraud Detection Algorithms, False Positive Rate, Fraud Prevention Strategies
โข Customer Segmentation: Customer Segmentation Techniques, Market Basket Analysis, Customer Lifetime Value, Customer Churn Prediction
โข Predictive Analytics: Time Series Analysis, Forecasting, Simulation Modeling, Optimization Techniques
โข Machine Learning Tools and Libraries: Python, R, Scikit-learn, TensorFlow, Keras, PyTorch
โข Machine Learning Ethics and Bias: Bias in Machine Learning, Ethical Considerations, Responsible AI, Explainable AI
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