subtopic

LightGBM

10 min applied10 min research1 curated resources

Fit LGBMClassifier/LGBMRegressor; compare speed with XGBoost on the electricity data. Concepts: Histogram-based, leaf-wise growth; speed on large data Project A: On 800 rows: reduce num_leaves to 8–15. Project B: Fastest model on 35k hours; good for many tuning trials.

Notes, key code, what to skip and 1 curated resources are inside the platform.Join the waitlist and we'll build you a roadmap that includes this topic only if your goal needs it.

Get my roadmap