This lesson, Shannon Entropy Explained, is a good explanation of what Entropy is and why it is important. It Helps build the best message.
Shannon Entropy Explained
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Claude Shannon Demonstrates Machine Learning
A Great Video of Claude Shannon describing the state of Machine Learning in the 50’s, just before the transistor. Updated Sept 2023.