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GPU-Accelerated XGBoost with Bayesian Hyperparameter Tuning
Learn to build a powerful聽GPU-accelerated XGBoost baseline. This practical guide walks you through efficient Bayesian hyperparameter tuning with聽Optuna聽and feature importance identification with聽SHAP.
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Beautiful Plots with Matplotlib
At their best, graphics are instruments for reasoning about quantitative information. Discover simple, aesthetic examples of common plot types using Matplotlib and Seaborn.
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GPU-Accelerated Dimensionality Reduction with PCA & UMAP
Discover how to visualize massive, high-dimensional datasets in minutes instead of hours. This practical guide walks you through GPU-accelerated dimensionality reduction with PCA and UMAP from NVIDIA RAPIDS cuML.
