Grandmaster Pro Tip: Winning First Place in a Kaggle Competition with Stacking Using cuML

What does it take to win a Kaggle competition in 2025? In the April Playground challenge, the goal was to predict how long users would listen to a podcast—and…

What does it take to win a Kaggle competition in 2025? In the April Playground challenge, the goal was to predict how long users would listen to a podcast—and the top solution wasn’t just accurate, it was fast. In this post, Kaggle Grandmaster Chris Deotte will break down the exact stacking strategy that powered his first-place finish using GPU-accelerated modeling with cuML. You’ll learn a…

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