Certificate in Causal Logic: Data-Driven Solutions
-- ViewingNowThe Certificate in Causal Logic: Data-Driven Solutions is a valuable course designed to equip learners with essential skills in causal inference, a highly sought-after capability in today's data-driven world. This course is crucial for professionals seeking to understand the cause-and-effect relationships in data, enabling them to make informed decisions and drive successful business outcomes.
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โข Introduction to Causal Logic: Understanding the Fundamentals
โข Data Analysis for Causal Inference: Techniques and Methods
โข Designing Experiments for Causal Analysis
โข Causal Inference in Observational Studies
โข Propensity Score Matching and Weighting
โข Regression Analysis and Causal Inferences
โข Instrumental Variables and Two-Stage Least Squares
โข Difference-in-Differences and Event Study Analysis
โข Machine Learning Methods for Causal Inference
โข Evaluating Causal Models: Model Checking and Validation
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