Undergraduate Certificate in Survival Prediction with Deep Learning
-- ViewingNowThe Undergraduate Certificate in Survival Prediction with Deep Learning is a comprehensive course that equips learners with essential skills in predictive analytics and machine learning. This certificate program emphasizes the application of deep learning techniques to survival analysis, a crucial area of study in healthcare, business, and data science.
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โข Introduction to Data Science & Machine Learning with Python
โข Deep Learning Basics: Neural Networks and Backpropagation
โข Advanced Deep Learning Concepts: Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs)
โข Survival Prediction: Cox Proportional Hazards Models and Kaplan-Meier Estimator
โข Deep Learning for Survival Prediction: Cox-PH Networks and DeepSurv
โข Evaluation Metrics for Survival Prediction Models
โข Real-World Applications of Survival Prediction with Deep Learning
โข Ethical Considerations and Bias Mitigation in AI
โข Final Project: Developing and Evaluating a Deep Learning Model for Survival Prediction
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