Accelerating Feature Engineering with NVIDIA cuDF and cuML

NVIDIA Developer March 14, 2025
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Welcome to the NVIDIA Developer YouTube Channel Subscribe to this channel for easy-to-follow “how-to” videos to learn about the latest technologies for developers from NVIDIA. Whether you’re a student, professional developer, or tech enthusiast, discover: 🧑‍💻 CUDA Programming: Parallel computing, debugging, and performance tips ✨ Agentic & Generative AI: Build intelligent agents and generative apps with AgentIQ, NeMo, and open-source tools 🤖 Robotics: Unlock smart automation and robotics solutions 📊 Data Science & Analytics: Accelerate data workflows with GPU-powered libraries like RAPIDS and popular tools 🛠️ And More: Deep learning, computer vision, simulation, high-performance computing, SDK tutorials, and expert guides Join a vibrant developer community, stay ahead with emerging tech, get real-world examples, and tips from NVIDIA engineers. Subscribe and start creating, optimizing, and deploying innovations with NVIDIA. 🙌

Video Description

In this short tutorial, Chris Deotte, Kaggle Grandmaster of NVIDIA, walks you through how GPU-accelerated feature engineering can significantly speed up data processing and improve model performance. You'll learn how to: ✔️ Use NVIDIA cuDF & cuML to accelerate data processing ✔️ Apply cuML target encoding to enhance predictions ✔️ Optimize your XGBoost model for higher AUC scores Join us at NVIDIA GTC for expert talks and hands-on workshops on cutting-edge AI & ML advancements https://nvda.ws/43RFj0C ➡️ Claim a free hands-on Data Science course: https://nvda.ws/4haJYOn ➡️ Join the NVIDIA Developer Program: https://nvda.ws/3OhiXfl ➡️ Enroll in DLI Data Science Learning Path courses https://nvda.ws/3R8lTNA

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