#stat-Notebooks

#Basic numerical operation in python

#Basic numerical operation in python using Numpy

#Using pandas for tables containing mixed data

#Basic plotting using matplotlib, scatter plot, time series plot, bar plot types

#basic exploration of data: scatter plotting, Counting, histogram

#Basic summary statistics, mean, median

#Statistical plots: Error bars, Box plots, scatter plots

#Plotting libraries: matplotlib, seaborn, boke

#Making interactive widgets in notebooks

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#statistical significance test

#Linear regression

#Regularization

#Calssification (logistic regression)

#Decision trees

#Random forest

#Neural nets

#Clustering: Kmean #------------------------------------