General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
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"
Check out this article I wrote on Medium about "Statistical modeling with “Pomegranate” — fast and intuitive"