This book covers the key ideas that link probability, statistics,
and machine learning illustrated using Python modules in these
areas. The entire text, including all the figures and
numerical results, is reproducible using the Python codes and
their associated Jupyter/IPython notebooks, which are provided as
supplementary downloads. The author develops key intuitions in
machine learning by working meaningful examples using... more...