Global Certificate in Causality Prediction Models: Advanced
-- ViewingNowThe Global Certificate in Causality Prediction Models is an advanced certificate course, designed to empower learners with the essential skills required to build successful causality prediction models. This course emphasizes the importance of understanding the cause-and-effect relationships in data, a critical aspect often overlooked in predictive modeling.
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โข Unit 1: Advanced Causality Concepts
โข Unit 2: Time Series Analysis for Causality Prediction
โข Unit 3: Granger Causality Tests & Applications
โข Unit 4: Bayesian Networks & Causal Inference
โข Unit 5: Prophet: Automatic Forecasting Procedure
โข Unit 6: PC Algorithm for Constraint-based Causal Discovery
โข Unit 7: Linear & Nonlinear Causality Modeling
โข Unit 8: Causal Inference in Machine Learning Models
โข Unit 9: Evaluation Metrics for Causality Prediction
โข Unit 10: Real-world Applications of Causality Prediction
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