Certificate in Causal Diagrams: Smart Systems Approach
-- ViewingNowThe Certificate in Causal Diagrams: Smart Systems Approach is a cutting-edge course that equips learners with the skills to analyze and understand complex systems. This course is crucial in today's data-driven world, where the ability to make sense of complex relationships is in high demand.
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โข Introduction to Causal Diagrams
โข Directed Acyclic Graphs (DAGs)
โข Causal Inference in Smart Systems
โข Confounding Variables and Bias
โข DAGs for Causal Reasoning in Systems
โข Adjustment Criteria and d-separation
โข Backdoor Criterion and Frontdoor Criterion
โข Causal DAGs for Decision Making
โข Sensitivity Analysis in Causal Diagrams
โข Advanced Topics in Causal Diagrams
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