Accelerating Feature Engineering with NVIDIA cuDF and cuML
NVIDIA Developer
View ChannelAbout
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. 🙌
Latest Posts
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
Boost AI Development: NVIDIA GPUs
AI-recommended products based on this video

Seasonic Focus V4 GX-1000 (ATX3) - 1000W - 80+ Gold - ATX 3.0 & PCIe 5.1 Ready -Full-Modular -ATX Form Factor -Premium Japanese Capacitor -10 Year Warranty -Nvidia RTX 30/40 Super & AMD GPU Compatible

Skytech Legacy Gaming PC Desktop, Ryzen 7 9800X3D 4.7 GHz (5.2 GHz Turbo Boost), NVIDIA RTX 5080 16GB GDDR7, 1TB Gen4 SSD, 32GB DDR5 RAM 6000 RGB, 1000W Gold ATX 3.0 PSU, 360 ARGB AIO, Wi-Fi, Win 11

HP Victus 15.6" 144Hz FHD Gaming Laptop, Intel i5-12450H, 32GB RAM, 1TB PCIe SSD, NVIDIA GeForce RTX 3050, Backlit Keyboard, HD Webcam, Win 11, Blue, 256GB Docking Station Set

Skytech Legacy Gaming PC Desktop, Ryzen 7 9800X3D 4.7 GHz (5.2 GHz Turbo Boost), NVIDIA RTX 5080 16GB GDDR7, 1TB Gen4 SSD, 32GB DDR5 RAM 6000 RGB, 1000W Gold ATX 3.0 PSU, 360 ARGB AIO, Wi-Fi, Win 11

HAJAAN CYCLONIA Liquid Cool Gaming PC | Intel i7 11700F 8-Core Processor Upto 4.9 GHz | GeForce RTX 3050 8GB GDDR6 | 32GB DDR4 RAM | 1TB SSD | 4TB HDD | WiFi Ready | Windows 11 Pro | Black

Gigabyte AERO 16 Gaming & Entertainment Laptop (Intel i7-12700H 14-Core, 16.0" 60Hz 4K (3840x2400), GeForce RTX 3070 Ti, 32GB RAM, 4TB PCIe SSD, Backlit KB, WiFi, USB 3.2, Win 11 Pro)

Seasonic Focus V4 GX-1000 (ATX3) - 1000W - 80+ Gold - ATX 3.0 & PCIe 5.1 Ready -Full-Modular -ATX Form Factor -Premium Japanese Capacitor -10 Year Warranty -Nvidia RTX 30/40 Super & AMD GPU Compatible

Acer Swift X 14" FHD Laptop, AMD Ryzen 7 5825U, NVIDIA GeForce RTX 3050Ti, 16GB RAM, 512GB SSD, Windows 11 Home

MSI Ultra-Slim Thin 15 VR-Ready High FPS Gaming Laptop, 15.6 FHD 144Hz, Intel Core i5-13420H, NVIDIA GeForce RTX 4060, 32GB RAM, 2TB SSD, Backlit KB, Wi-Fi 6, Bundle with PCO Notebook Fold Radiator

acer Nitro 50 N50-620-UA91 Gaming Desktop | 11th Gen Intel Core i5-11400F 6-Core Processor | NVIDIA GeForce GTX 1650 | 8GB DDR4 | 512GB NVMe M.2 SSD | Intel Wi-Fi 6 AX201 | Keyboard and Mouse

GIGABYTE - AORUS Elite 16 Gaming Laptop - 165Hz 2560x1600 WQXGA - NVIDIA GeForce RTX 5070 - Intel Core Ultra 9 275HX - 1TB SSD with 32GB DDR5 RAM - Windows 11 Home AD (AORUS Elite 16 BWHC3USC64SH)




