Global Certificate in Causal Connections: Smarter Outcomes
-- ViewingNowThe Global Certificate in Causal Connections: Smarter Outcomes certificate course is a valuable program for professionals seeking to enhance their data analysis skills. This course focuses on teaching learners how to identify causal relationships in data, enabling them to make more informed and accurate decisions in their careers.
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โข Unit 1: Introduction to Causal Connections
โข Unit 2: Foundations of Causal Inference
โข Unit 3: Causal Models and Graphical Representation
โข Unit 4: Identification of Causal Effects
โข Unit 5: Estimation Methods for Causal Effects
โข Unit 6: Evaluation of Causal Inferences
โข Unit 7: Challenges in Causal Analysis: Bias and Confounding
โข Unit 8: Instrumental Variables and Natural Experiments
โข Unit 9: Machine Learning Techniques in Causal Inference
โข Unit 10: Communicating Causal Findings and Recommendations
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