Implement the Bootstrap Method in Python from Scratch скачать в хорошем качестве

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 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