Machine Learning
LightGBM Made Simple
You'll explore LightGBM's unique architecture, focusing on its efficient leaf-wise tree growth and histogram-based algorithms. You'll learn how to leverage its key parameters for model control, compare its performance to other boosting libraries, and gain hands-on experience.
LightGBM
Python
3 lessons
12 practices
1 hour
Machine Learning Model Development
Course details
LightGBM Architecture Essentials
Racing LightGBM Against Traditional Methods
Building Histogram Binning Logic
Complete the Discretization Analysis
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