Mastering The New Generation of Gradient Boosting
Target Audience
Data Scientists.
Abstract
Gradient Boosted Decision Trees are the hottest ML models for tabular data.
These models have already taken over Kaggle and are now taking over the industry.
In this talk, we are going to explore and compare XGBoost, LightGBM & the cool kid on the block - Catboost.
Agenda
- Intro
- Boosting
- GBDTs + Tweaks
- XGBoost vs. LightGBM vs. Catboost
- Takeaway
Preview Slides
Session duration
About 60 min