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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⢠Introduction to Causal Inference Models
⢠Potential Outcomes Framework
⢠Directed Acyclic Graphs (DAGs) in Causal Inference
⢠Propensity Score Matching
⢠Difference-in-Differences Estimation
⢠Instrumental Variables and Two-Stage Least Squares
⢠Regression Discontinuity Designs
⢠Causal Inference in Machine Learning
⢠Evaluating and Critiquing Causal Inferences
⢠Real-World Applications of Causal Inference Models
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