00:00 Start of Video
00:16 End of Moore's Law
01: 15 What is a TPU and ASIC
02:25 How a GPU works
03:05 Enabling GPU in Colab Notebook
04:16 Using Python Numba
05:40 Building Mandlebrots with and without GPU and Numba
07:49 CUDA Vectorize Functions
08:27 Copy Data to GPU Memory
Tutorial: https://noahgift.github.io/cloud-data...
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Pragmatic AI Labs Book: Cloud Computing for Data Analysis: https://www.amazon.com/gp/product/B09...
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