Here is a notebook that showcases the tools that exist in Python to perform basic tasks in data science on some toy. datasets.

Here is a notebook that performs some exploratory data analysis on some publicly available datasets in Python.

Here is a notebook that discusses the use of the ECDF, box plots, box-and-whisker plots, and scatter plots to perform statistical analysis in Python.

Here is a notebook that uses analytic distributions, moments, and skewness to perform statistical analysis in Python.

Here is a notebook that performs some hypothesis testing in Python.

Here is a notebook that showcases regression analysis in Python.