Implement the Bootstrap Method in Python from Scratch
The #bootstrap method is a popular technique for estimating uncertainties in #machinelearning. It also serves as the basis for some ensemble algorithms, such as #bagging and #randomforest models.
This video walks through a description of the bootstrap method, and its implementation in #python. My hope is that the viewer will gain a better understanding for what the boostrap method is, and how it can be used in a machine learning problem.
00:00 Video Introduction
00:40 What is the Bootstrap Method?
06:03 Applying the Bootstrap Method in Python
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