practice sheet · all objectives switch to smart practice →
NVIDIA-Certified Professional Accelerated Data Science
A data science team runs analysis workflows on large tabular datasets using pandas, but iteration speed is limited by CPU processing. They want to accelerate their existing pandas code on GPUs without rewriting their scripts. Which CUDA-X library is designed to meet this need?
Explanation
cuDF is a toolkit that contains GPU-accelerated libraries to optimize fundamental DataFrame operations. It includes drop-in accelerators for popular DataFrame libraries and SQL engines, like
cuML is a GPU-accelerated machine learning library that optimizes machine learning algorithms for execution on GPUs. It includes accelerators that run
A retail organization needs to make operational decisions using the latest transaction data, but their current analytics jobs take days to complete, delaying insights. According to NVIDIA's stated use cases, what is the primary benefit of applying GPU acceleration to this workload?
Explanation
GPU acceleration lets them work with up-to-date information and get insights faster. Using GPUs, CapGemini helped an international retailer reduce transaction processing time from days
Locked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to reviewLocked question — unlock this exam to view it.
locked — unlock to review