Explain neural network optimization with a diagram

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Prompt Starters

1. Explain neural network optimization with a diagram
2. Show how a convolutional neural network works with ASCII art
3. Illustrate the concept of overfitting in machine learning with a diagram
4. Visualize gradient descent with shapes and variables in ASCII