Hands-on Practical: Launching a GPU Cloud Instance
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Amazon EC2 User Guide for Linux Instances, Amazon Web Services, 2024 (Amazon Web Services) - Comprehensive guide for managing Amazon EC2 instances, including instance types, AMIs, security, and access methods.
AWS Deep Learning AMIs, Amazon Web Services, 2024 (Amazon Web Services) - Documentation detailing the pre-configured environments for machine learning provided by AWS Deep Learning AMIs.
NVIDIA CUDA Toolkit Documentation, NVIDIA Corporation, 2024 (NVIDIA Corporation) - Official documentation for the CUDA Toolkit, providing details on GPU computing and the nvidia-smi utility.
CUDA semantics - PyTorch documentation, PyTorch Core Team, 2025 (PyTorch) - Documentation explaining how PyTorch interacts with NVIDIA GPUs and manages CUDA operations.