Скачать или смотреть Exploring Big Data with cuDF Pandas: A Step-by-Step Guide Using GPU Acceleration (Ep. 03)

In this video, we dive into working with real-world data using cuDF Pandas, a CUDA-accelerated version of pandas. We'll explore the American Stories dataset from Hugging Face, originally from Harvard. Learn how to download this large dataset in smaller chunks to speed up your workflow. We cover the syntax similarities between CUDF and pandas, as well as the advantages of GPU acceleration for big data and NLP analysis. View data, visualize it, and analyze it all using CUDF. Perfect for those new to pandas and CUDF. Plus, see how we set up our GPU-powered workstation for this series, sponsored by Dell and NVIDIA.
00:00 Introduction and Overview
00:11 Exploring the American Stories Dataset
00:52 Working with CUDF
02:23 Setting Up the Environment
02:43 Downloading and Preparing Data
06:15 Loading Data into CUDF
08:18 Analyzing the Dataset
14:24 Conclusion and Next Steps
15:02 Special Thanks and Future Content

GitHub Repo: https://github.com/wjbmattingly/cuda-...

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