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Implements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.
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Causal-Inference-Mastery Public
Notes and simulations on graduate level causal inference in statistics with applications to social sciences.
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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.
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Educational-Web-Applications Public
Interactive web applications designed to teach concepts in statistics and engage students in the course material.
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Introduction to different types of data analysis in Stata, Matlab, and R.