Jupyter Notebooks on the topics of statistical analysis, mathematics, and numerical/sceintific computing (in Python).

**Python 3.6+****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`

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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"**

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python (55,393)

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machine-learning (3,725)

data-science (923)

statistics (349)

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pandas (267)

numpy (266)

clustering (183)

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matplotlib (127)

scipy (55)

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probability (31)