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
En esta página del sitio puede ver el video en línea Implement the Bootstrap Method in Python from Scratch de Duración hora minuto segunda en buena calidad , que subió el usuario Inside Learning Machines 19 marzo 2023, comparta el enlace con amigos y conocidos, en youtube este video ya ha sido visto 593 veces y le gustó 14 a los espectadores. Disfruta viendo!