General statistics, mathematical programming, and numerical/scientific computing scripts and noteboo...
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Jupyter Notebooks on the topics of statistical analysis, mathematics, and numerical/sceintific computing (in Python).
$ pip install numpy)
$ pip install pandas)
$ pip install scikit-learn)
$ pip install scipy)
$ pip install statsmodels)
$ pip install matplotlib)
$ pip install seaborn)
Check out this article I wrote on Medium: Essential Math for Data Science.
Check out this article I wrote on Medium about "How to write your favorite R functions — in Python?"
Check out this article I wrote on Medium about "Mathematical programming — a key habit to build up for advancing in data science?"
Check out this article I wrote on Medium about "Bayes’ rule with a simple and practical example"