Masterclass Certificate in Learning Analytics: Predictive Modeling
-- ViewingNowThe Masterclass Certificate in Learning Analytics: Predictive Modeling is a comprehensive course designed to equip learners with essential skills in predictive modeling for education. This course is crucial in today's data-driven world, where organizations are increasingly relying on data to make informed decisions.
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โข Introduction to Learning Analytics & Predictive Modeling
โข Data Collection & Management for Learning Analytics
โข Data Mining & Machine Learning Techniques in Predictive Modeling
โข Predictive Modeling for Learning Outcomes: Regression Analysis
โข Predictive Modeling for Learning Outcomes: Decision Trees & Random Forests
โข Predictive Modeling for Learning Outcomes: Neural Networks & Deep Learning
โข Model Evaluation & Validation in Predictive Learning Analytics
โข Ethical & Privacy Considerations in Learning Analytics
โข Case Studies & Real-World Applications of Predictive Learning Analytics
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