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1. Data-Science-and-Machine-Learning-from-ScratchData-Science-and-Machine-Learning-from-ScratchPublic

   Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.

   Jupyter Notebook 438 230

2. Causal-Inference-MasteryCausal-Inference-MasteryPublic

   Notes and simulations on graduate level causal inference in statistics with applications to social sciences.

   23 7

3. Tools-and-Documents-for-ResearchersTools-and-Documents-for-ResearchersPublic

   Scripts and documents (e.g. Git for version control, cron tab for scheduling script executions) that are likely to be useful to a wide array of researchers.

   Python 6 1

4. Educational-Web-ApplicationsEducational-Web-ApplicationsPublic

   Interactive web applications designed to teach concepts in statistics and engage students in the course material.

   JavaScript 2 2

5. Data-Analysis-Coding-TutorialsData-Analysis-Coding-TutorialsPublic

   Introduction to different types of data analysis in Stata, Matlab, and R.

   Stata 4 2