NCP-ADS Practice Questions - NVIDIA-Certified Professional Accelerated Data Science Exam

What is RAPIDS and what primary problem does it solve for data science workflows?

RAPIDS is an open-source GPU-accelerated data science library suite that runs pandas, scikit-learn, and graph analytics workloads on NVIDIA GPUs, dramatically reducing execution time RAPIDS is a distributed computing framework for streaming data that replaces Apache Kafka RAPIDS is NVIDIA's cloud-based ML platform for managing model training experiments RAPIDS is a CPU-optimized version of scikit-learn designed for large cluster deployments

Correct Answer:

RAPIDS is an open-source GPU-accelerated data science library suite that runs pandas, scikit-learn, and graph analytics workloads on NVIDIA GPUs, dramatically reducing execution time

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