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CUDA Programming Course – High-Performance Computing with GPUs Analytics Table
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About CUDA Programming Course – High-Performance Computing with GPUs
Explore CUDA Programming Course – High-Performance Computing with GPUs with 595,103 views, 17,530 likes, and 511 comments. Experience the impact of this video content that has captured audience attention.
Lean how to program with Nvidia CUDA and leverage GPUs for high-performance computing and deep learning. Code: 💻 https://github.com/Infatoshi/cuda-course 💻 https://github.com/Infatoshi/mnist-cuda Elliot on X - https://x.com/elliotarledge YouTube - https://www.youtube.com/@elliotarledge LinkedIn - https://www.linkedin.com/in/elliot-arledge-a392b7243/ Discord - https://discord.gg/JTTcFe7Pw2 ⭐️ Contents ⭐️ ⌨️ (0:00:00) Intro ⌨️ (0:16:52) Chapter 1 (Deep Learning Ecosystem) ⌨️ (0:37:43) Chapter 2 (CUDA Setup) ⌨️ (0:47:03) Chapter 3 (C/C++ Review) ⌨️ (1:35:47) Chapter 4 (Intro to GPUs) ⌨️ (1:51:40) Chapter 5 (Writing your First Kernels) ⌨️ (3:55:26) Chapter 6 (CUDA API) ⌨️ (5:35:22) Chapter 7 (Faster Matrix Multiplication) ⌨️ (8:22:36) Chapter 8 (Triton) ⌨️ (9:04:43) Chapter 9 (PyTorch Extensions) ⌨️ (9:18:10) Chapter 10 (MNIST Multi-layer Perceptron) ⌨️ (11:41:13) Chapter 11 (Next steps?) ⌨️ (11:54:38) Outro ❤️ Support for this channel comes from our friends at Scrimba – the coding platform that's reinvented interactive learning: https://scrimba.com/freecodecamp
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