Implement the Bootstrap Method in Python from Scratch

Pubblicato il: 19 marzo 2023
sul canale di: Inside Learning Machines

593

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

The best way to keep up-to-date with my video/blog content is to sign up for my monthly Newsletter! Please visit: https://insidelearningmachines.com/ne... to register.

The jupyter notebook presented can be found at: https://github.com/insidelearningmach...

My blog article on this topic can be found here: https://insidelearningmachines.com/im...

The homepage of my blog is: https://insidelearningmachines.com

Other social media includes:
Twitter: / inside_machines
Facebook: / inside-learning-machines-112215488183517

In questa pagina del sito puoi guardare il video online Implement the Bootstrap Method in Python from Scratch della durata di ore minuti seconda in buona qualità , che l'utente ha caricato Inside Learning Machines 19 marzo 2023, condividi il link con amici e conoscenti, su youtube questo video è già stato visto 593 volte e gli è piaciuto 14 spettatori. Buona visione!