General statistics, mathematical programming, and numerical/sceintific computing scripts and notebooks in Python
Please feel free to connect with me here on LinkedIn if you are interested in data science and like to connect.
- Python 3.5+
- NumPy (
$ pip install numpy
) - Pandas (
$ pip install pandas
) - Scikit-learn (
$ pip install scikit-learn
) - SciPy (
$ pip install scipy
) - Statsmodels (
$ pip install statsmodels
) - MatplotLib (
$ pip install matplotlib
) - Seaborn (
$ 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?"