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1. Data-Science-and-Machine-Learning-from-Scratch Data-Science-and-Machine-Learning-from-Scratch Public

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

   Jupyter Notebook 431 233

2. Causal-Inference-Mastery Causal-Inference-Mastery Public

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

   23 7

3. Tools-and-Documents-for-Researchers Tools-and-Documents-for-Researchers Public

   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-Applications Educational-Web-Applications Public

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

   JavaScript 2 2

5. Data-Analysis-Coding-Tutorials Data-Analysis-Coding-Tutorials Public

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

   Stata 3 2