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05:11 Why Hyperparameter Tuning?
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Classroom Contents
Supercharged Hyperparameter Tuning with GPU Accelerated XGBoost and Optuna
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- 1 00:00 Intro
- 2 01:23 Parameter Tuning Must Knows
- 3 03:57 Environment Setup
- 4 05:11 Why Hyperparameter Tuning?
- 5 06:57 Dataset Prep
- 6 08:48 Parameter Search Example
- 7 10:49 Tuning with Optuna
- 8 14:20 Speed up XGBoost with GPU Acceleration
- 9 16:12 Fully GPU Accelerated Pipeline
- 10 17:37 Optuna Visualizations
