beginner
beginner
Mastering Gradient Boosting with XGBoost & LightGBM
Machine Learning
3 courses
39 practices
3 hours
Explore the world of gradient boosting from the ground up! Build, tune, and interpret powerful models using scikit-learn, XGBoost, LightGBM, and CatBoost—gaining hands-on skills to solve real-world classification problems with confidence.
Verified skills you'll gain
INTERMEDIATE
Coding and Data Algorithms
INTERMEDIATE
Machine Learning Model Development
Tools you'll use
LightGBM
Numpy
Pandas
Python
Scikit-learn
XGBoost
