Professional Certificate in ML for Decision-making in Risk
-- ViewingNowThe Professional Certificate in Machine Learning (ML) for Decision-making in Risk is a comprehensive course that equips learners with essential skills for career advancement in the data-driven industry. This program highlights the importance of ML in risk management, enabling learners to make informed decisions using data-centric techniques.
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โข Unit 1: Introduction to Machine Learning
โข Unit 2: Data Preprocessing for Risk Analysis
โข Unit 3: Supervised Learning Algorithms
โข Unit 4: Unsupervised Learning Algorithms
โข Unit 5: Model Evaluation Metrics
โข Unit 6: Feature Selection and Dimensionality Reduction
โข Unit 7: Bias-Variance Tradeoff and Overfitting
โข Unit 8: Machine Learning for Credit Risk Analysis
โข Unit 9: Machine Learning for Operational Risk Management
โข Unit 10: Ethical Considerations in ML for Decision-making in Risk
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