RAPIDS (cuDF, cuML)

Master NVIDIA RAPIDS: GPU-accelerated dataframes (cuDF) and ML (cuML). Learn pandas-like APIs at GPU speed and when RAPIDS gives 10-100x speedups.

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6

Lessons

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Code Examples

✅

Production-Ready

100%

Free

Lessons in This Topic

Work through these 6 lessons in order, or jump to whichever topic you need most.

RAPIDS Overview

Beginner

cuDF (GPU pandas)

Intermediate

cuML (GPU sklearn)

Intermediate

Pandas/sklearn Acceleration

Intermediate

Multi-GPU RAPIDS

Advanced

RAPIDS in Production

Advanced