IDS701_Unifying_Data_Science

This is the repository for all the assignments and projects in IDS701: Unifying Data Science

1. Pasive Prediction: Crime and Policing Expenditures Descriptive Analysis

2. Potential Outcomes: Making Potential Outcomes Concrete

3. Analyzing Experiments: Resume Experiment Analysis

4. Causality and Regression:

   • Estimating Gender Discrimination in the Workplace
   • Interpreting Indicator Variables
   • Traffic Death Analysis

5. Matching: Impacts of college degree on earnings in the US

6. Diff-in-Diff: Marijuana Legalization and Violent Crime

7. Online A/B Testing:

   • A/B Testing the Udacity Website