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Learning from Data · The Neuron Idea
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The Neuron Idea
01
The Neuron Idea
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A familiar idea
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Same era, different bet
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A neuron, at its simplest
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Adding things up
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The first artificial neuron
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Strength, not just presence
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The signal itself has a strength
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Multiply, then add
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Just a recipe
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What a weight really is
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Where the numbers come from
13
Back to the real thing
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The Perceptron
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How it learned
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What training actually is
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Why this was different
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What Rosenblatt claimed
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The shape of hype
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Twelve years of real work
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The verdict
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What the proof didn't say
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What it could do
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What it could not do
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The reason
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The limit was real
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Before we go further
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Memory card
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What if we added another?
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Many dumb things
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Layers
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More Layers
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The whole thing
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A network of neurons
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A small group kept going
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Reinforce your understanding
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Question: What is learning?
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Question: The limit
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Question: Training a network
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Quiz: answer
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The idea didn't die. It waited.
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Want to go deeper?
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