The foundation of the NVIDIA software stack is the DGX OS.Which of the following Linux distributions is DGX OS built upon?
Answer(s): A
DGX OS is a tailored installation of Ubuntu Linux, incorporating Ubuntu LTS as its base and adding NVIDIA’s drivers, tooling, and optimizations on top.
What is the name of NVIDIA’s SDK that accelerates machine learning?
Answer(s): B
Which aspect of computing uses large amounts of data to train complex neural networks?
Deep learning leverages vast datasets to train multi-layer neural networks, enabling the models to automatically learn hierarchical feature representations and complex patterns directly from the data.
Which of the following statements correctly differentiates between AI, Machine Learning, and Deep Learning?
Answer(s): D
Deep Learning sits within Machine Learning as its most specialized class of algorithms, and Machine Learning itself is a subset of the broader field of Artificial Intelligence.
How is the architecture different in a GPU versus a CPU?
A GPU’s design centers on many lightweight cores optimized for executing the same simple instruction across thousands of data elements in parallel, whereas a CPU uses a few powerful cores tailored for sequential and branching tasks.
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