Certificate in Causal Inference: High-Performance Outcomes
-- ViewingNowThe Certificate in Causal Inference: High-Performance Outcomes course equips learners with essential skills to make data-driven decisions and drive high-performance outcomes. This program is crucial for professionals in various industries, including healthcare, finance, business, and technology, seeking to understand the cause-and-effect relationships that drive business results.
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โข Introduction to Causal Inference: Understanding the Fundamentals
โข Causal Models and DAGs: Representing Causal Relationships
โข Propensity Score Matching: Techniques and Applications
โข Difference-in-Differences: Estimation and Evaluation
โข Instrumental Variables: Identification and Estimation
โข Regression Discontinuity Design: Design and Analysis
โข Causal Inference in Machine Learning: Methods and Algorithms
โข Evaluating High-Performance Outcomes: Metrics and Best Practices
โข Ethics in Causal Inference: Responsible Research and Analysis
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