An epic journey through statistics and machine learning
Gradient Boost Part 2: Regression Details
2 thoughts on “Gradient Boost Part 2: Regression Details”
Hey I loved this video! Do you know where I could find readings about this topic online?
If you could refer me to links or articles in connection with the maths / algorythms behind Gradient Boosting described in this video it would be really helpful!!
Thanks a lot.
Glad you like the video! I usually try to put the sources in the video’s description on the youtube page. However, I should probably put them here, too. Anyway, here are the sources I used to learn about Gradient Boost:
Hey I loved this video! Do you know where I could find readings about this topic online?
If you could refer me to links or articles in connection with the maths / algorythms behind Gradient Boosting described in this video it would be really helpful!!
Thanks a lot.
Glad you like the video! I usually try to put the sources in the video’s description on the youtube page. However, I should probably put them here, too. Anyway, here are the sources I used to learn about Gradient Boost:
A 1999 manuscript by Jerome Friedman that introduced Stochastic Gradient Boost: https://statweb.stanford.edu/~jhf/ftp/stobst.pdf
The Wikipedia article on Gradient Boosting: https://en.wikipedia.org/wiki/Gradient_boosting
The scikit-learn implementation of Gradient Boosting: https://scikit-learn.org/stable/modules/ensemble.html#gradient-boosting