Certificate in Data Science for Causal Inference
-- ViewingNowThe Certificate in Data Science for Causal Inference is a comprehensive course that equips learners with the essential skills to analyze and interpret data for causal relationships. This program is crucial in today's data-driven world, where organizations seek professionals who can make informed decisions based on data analysis.
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โข Introduction to Data Science
โข Statistical Inference and Probability Theory
โข Data Wrangling and Preprocessing
โข Exploratory Data Analysis
โข Causal Inference: Concepts and Techniques
โข Propensity Score Matching
โข Difference-in-Differences Estimation
โข Instrumental Variables and Regression Discontinuity Designs
โข Causal Forests and Generalized Random Forests
โข Evaluation of Causal Inferences and Model Validation
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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- TwoThreeHoursPerWeek
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