Causal Inference Project Ideation

This course is part of Analytics Project Ideation Specialization

Instructor: Soumya Sen

Skills you'll gain

  •   Data Ethics
  •   Business Priorities
  •   Project Planning
  •   Complex Problem Solving
  •   Prioritization
  •   Business Analysis
  •   Experimentation
  •   Statistical Inference
  •   Analytical Skills
  •   Research Design
  •   A/B Testing
  • There are 5 modules in this course

    Learning objectives: - Examine how companies are using field experiments for causal inference. - Analyze the ethical dimensions of field experiments. - Construct an issue tree for conducting randomized experiments about designing online referral bonus programs - Select a solution approach and define an experimental setup

    Module 1: Overview of Causal Inference

    Module 2: Designing RFTs

    Module 3: Causal Analytics Sprint Phase 1: Problem Identification

    Module 4: Causal Analytics Sprint Phase 2: Solutions Mapping

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