The mechanics of a simple neural network

Learn from your mistakes! This is my personal 'cheat sheet' on common concepts you'll encounter on your deep learning journey! My goal was to create a 2-page at-a-glance document that could serve as a reminder on how each component of a neural network works and how each fits into the bigger picture. It isn't designed... Continue Reading →

If you buy one book in 2020…

...make it Grokking Deep Learning by Andrew Trask! This gem of a book breaks deep learning down to its smallest component parts and then builds up your understanding from there. It's the equivalent of stripping your car down to nuts and bolts and then re-building it: at the end, you will know to a certainty... Continue Reading →

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