Overview
Probability and Statistics is a key tool in the Data Scientist's belt. Even when implementing a machine learning process, the effectiveness of the trained algorithm is evaluated using standard statistical tools.
Demos and Tutorials
Basic Statistics
This example demonstrates calculating the sample
Moments
from the given dataset, including the sample
Mean or Expected Value.
Demonstrates
Basic Stats App.
Bootstrap
Demonstrates calculating the distribution of a calculation of the average of a dataset using
Resampling
techniques.