Xgboost articles

12/8/2025 • EN

From Random Forests to RLVR: A Short History of ML/AI Hello Worlds

A historical overview of beginner-friendly 'Hello World' examples in machine learning and AI, from 2013's Random Forests to 2025's Qwen3 with RLVR.

artificial intelligence Machine Learning Neural Networks Random Forest Xgboost

Sebastian Raschka

1/15/2023 • EN

Training an XGBoost Classifier Using Cloud GPUs Without Worrying About Infrastructure

Learn how to train an XGBoost classifier using cloud GPUs without managing infrastructure via the Lightning AI framework.

Cloud Gpu Infrastructure Lightning AI Machine Learning Xgboost

Sebastian Raschka

1/15/2023 • EN

Training an XGBoost Classifier Using Cloud GPUs Without Worrying About Infrastructure

A guide to training XGBoost models on cloud GPUs using the Lightning AI framework, bypassing complex infrastructure setup.

cloud computing Gpu Lightning AI Machine Learning Xgboost

Sebastian Raschka

2/1/2019 • EN

Recognising when you don’t know

Explores the challenge of machine learning models recognizing 'unknown' inputs, using mushroom classification as an example.

classification Machine Learning Model Generalization Uncertainty Xgboost

Thomas Lumley

7/23/2018 • EN

Data Science Without Leaving the GPU

Explores GPU-based data science workflows using MapD (now OmniSci) for high-performance analytics and machine learning without data transfer bottlenecks.

Apache Arrow Data Science Gpu Computing Machine Learning Xgboost

Randy Zwitch

Xgboost Articles

From Random Forests to RLVR: A Short History of ML/AI Hello Worlds

Training an XGBoost Classifier Using Cloud GPUs Without Worrying About Infrastructure

Training an XGBoost Classifier Using Cloud GPUs Without Worrying About Infrastructure

Recognising when you don’t know

Data Science Without Leaving the GPU

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