Learn ML
From consumer to builder. Every lesson, from scratch.
Lesson 1
Your First Neuron
Build the atomic unit of deep learning from scratch in pure Python.
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Lesson 2
Building a Mini Network
Wire multiple neurons together and see emergent behavior.
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Lesson 3
Loss Functions
How does a network know it is wrong?
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Lesson 4
Gradient Descent
How a network learns to improve itself.
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Lesson 5
Backpropagation
The algorithm that makes deep learning work.
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