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Accelerated Exploratory Data Analysis with Pandas Using NVIDIA GPUs

Nvidia via YouTube

Overview

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Learn to accelerate exploratory data analysis (EDA) workflows using RAPIDS on NVIDIA GPUs in this 16-minute tutorial video. Master efficient data preparation techniques for handling millions of rows, create responsive interactive dashboards for instant data filtering and visualization, and implement the entire workflow in Google Colab with pre-installed RAPIDS. Follow along with hands-on demonstrations covering data transformation, dashboard construction, and practical tips for GPU-accelerated data analysis, all without modifying existing pandas code. Access the complete demo notebook in Google Colab to practice accelerating your own data science projects using NVIDIA's powerful GPU computing capabilities.

Syllabus

00:03 - Introduction
00:45 – Data Preparation and Exploration
07:30 – Interactive Dashboard
08:25 – Demo: Interactive Dashboard
09:28 – Building the Accelerated Interactive Dashboard
13:23 – Tips for Running Demo in Google Colab
15:36 – Conclusion

Taught by

NVIDIA Developer

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