Masterclass Certificate in Causal Inference Models and Applications: Impactful Analytics
-- ViewingNowThe Masterclass Certificate in Causal Inference Models and Applications is a comprehensive course that equips learners with essential skills in causal inference models and their applications in impactful analytics. This course is critical for professionals who want to understand and analyze complex relationships between variables and draw actionable insights from data.
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ใณใผใน่ฉณ็ดฐ
โข Introduction to Causal Inference Models
โข Potential Outcomes Framework
โข Directed Acyclic Graphs (DAGs) in Causal Inference
โข Propensity Score Matching
โข Difference-in-Differences Estimation
โข Instrumental Variables and Two-Stage Least Squares
โข Regression Discontinuity Designs
โข Causal Inference in Machine Learning
โข Evaluating and Critiquing Causal Inferences
โข Real-World Applications of Causal Inference Models
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