HPR3339: Linux Inlaws S01E30: Politicians and artificial intelligence part 2




Hacker Public Radio show

Summary: After successfully navigating through the shallow (or not-so-shallow) depths of the first episode on deep learning fundamentals, our two heroes tackle a more concrete topic in this episode: How to use the damn stuff! No expenses will be spared to bring to the listeners the finer details of tensors, TensorFlow and other frameworks which serve as the basis for modern artificial intelligence / machine learning applications running on back-propagation networks (see the first episode on the foundations). Lifting the curtain even more, all will be revealed about a little corner shop called "Google" (well, almost all :-). Links: Torch: http://torch.ch PyTorch: https://pytorch.org TensorFlow: https://www.tensorflow.org Lua: http://www.lua.org BigTable: https://en.wikipedia.org/wiki/Bigtable BigFS: https://en.wikipedia.org/wiki/Google_File_System Google's inner workings: https://www.panmacmillan.com/authors/david-a-vise/the-google-story/9781509889211 TPUs: https://en.wikipedia.org/wiki/Tensor_Processing_Unit More DL frameworks: https://en.wikipedia.org/wiki/Comparison_of_deep-learning_software TIOBE index: https://www.tiobe.com/tiobe-index Stackoverflow survey: https://insights.stackoverflow.com/survey/2020