Python

Python helps

Jupyter Notebook nbextension

Prior To installing nbextension:

1. pip install -e jupyter-contrib-core*
2. pip install -e jupyter_highlight_selected_word*
3. pip install -e jupyter_latex_envs*
4. pip install -e jupyter_nbextensions_configurator*
5. pip install -e jupyter_contrib_nbextensions*

Note: * Download from Github

Kaggle Python

https://www.kaggle.com/learn/python

Python Script Header

https://medium.com/@rukavina.andrei/how-to-write-a-python-script-header-51d3cec13731

Computational Statistics with Python

https://github.com/cliburn/Computational-statistics-with-Python/tree/master/Lectures

Statistics and Probability in data science using python

https://github.com/VSerpak/DSE210x-Statistics-and-Probability-in-Data-Science-using-Python

Probability and Statistics in Python

https://github.com/buswedg/dataquest/tree/master/Probability%20and%20Statistics%20in%20Python

Python probability and statistics

https://github.com/unpingco/Python-for-Probability-Statistics-and-Machine-Learning/tree/master/chapters

introduciing statistics and mathematics for data science

https://github.com/amitkaps/hackermath

bayesian statistical analysis in python

https://github.com/fonnesbeck/scipy2014_tutorial

https://github.com/bhunkeler/practical-machine-learning-with-python/tree/master/notebooks
https://github.com/leriomaggio/python-in-a-notebook
https://github.com/ujjwalkarn/DataSciencePython/blob/master/README.md

https://www.slideshare.net/MattHarrison4/learn-90

Introduction to Statistics using Python

https://github.com/rouseguy/intro2stats

Statistical Data Analysis in Python

https://github.com/fonnesbeck/statistical-analysis-python-tutorial

simple statistical functions in python

https://github.com/sheriferson/simplestatistics

Python Stream Processing

*FAUST