LightGBM Made Simple | CodeSignal Learn

Artificial Intelligence

132 learners

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

Less than 1 hour

Course details

LightGBM Architecture Essentials

Racing LightGBM Against Traditional Methods

Building Histogram Binning Logic

Complete the Discretization Analysis

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