NVIDIA's RAPIDS cuDF (CUDA Data Frame) is a GPU-accelerated DataFrame library that provides a pandas-like API, enabling faster data manipulation and computation. By leveraging GPU capabilities through CUDA, cuDF can accelerate operations on large datasets, achieving speeds up to 150x faster than standard pandas workflows without requiring any code changes. This solution is particularly useful for data science tasks such as loading, filtering, and manipulating data, making it a powerful tool for enhancing efficiency in AI and data science workflows.