From Scratch: Implement Gradient Descent in Python 🤖🧠
In the previous video, we talked about how a neural network learns. There, we mentioned the backpropagation algorithm and also talked about gradient descent. This optimization algorithm is incredibly important, so in this video, we'll see how it works using Python.
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CONTENT
0:00 - Introduction
0:58 - Programming
1:26 - Graphing the First Function
3:08 - Initial Point
5:22 - Tangent Line
8:13 - Gradient Descent
16:36 - Applying Another Function
REFERENCES:
🔗 https://es.khanacademy.org/math/multi...
📖 Python Deep Learning - Jordi Torres
📖 Deep Learning for Computer Vision - Dr. Adrian Rosebrock
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