My tutorials on YouTube have over 4 million views. Below are some of the most popular ones.
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Natural Language Processing in Python
I gave a two-hour-long tutorial at the PyOhio conference about how I analyzed one of Ali Wong’s comedy routines.
“This may be the best Python tutorial I’ve followed, and I’ve done quite a few. All of the concepts covered, even the very complex ones, are explained in a way that makes it super-easy to understand but detailed enough that I know what’s happening. I learned a LOT from this. Thank you, Alice!!”
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Support Vector Machines: A Visual Explanation with Sample Python Code
This 20-minute tutorial starts by visually explaining how support vector machines work and then shows how the algorithm can be used in practice to prove that cupcakes and muffins are not the same thing.
“That was the best tutorial I have seen on SVMs. Impressive. The slides were very well done and the explanation was simple.“
