Professional Certificate in Causality Modeling Essentials
-- ViewingNowThe Professional Certificate in Causality Modeling Essentials is a comprehensive course that equips learners with the essential skills needed to analyze and interpret causal relationships in various fields. This program is critical for learners seeking to advance their careers in data science, research, or business analysis.
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⢠Introduction to Causality Modeling
⢠Understanding Causal Inference
⢠Types of Causal Models:
â Linear Models
â Bayesian Networks
â Potential Outcomes Framework
⢠Causal Graphical Models
⢠Estimation Methods in Causal Modeling
⢠Model Selection and Validation
⢠Practical Applications of Causality Modeling
⢠Ethical Considerations in Causal Modeling
⢠Advanced Topics in Causality Modeling:
â Instrumental Variables
â Difference-in-Differences
â Regression Discontinuity Designs
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