updated book

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    Week 40: Gradient descent methods (continued) and start Neural networks
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-  Projects
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-   Project 1 on Machine Learning, deadline October 7 (midnight), 2024
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+   Exercises week 41
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+   Week 41 Neural networks and constructing a neural network code
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@@ -676,8 +674,6 @@ It provides composable transformations of Python+NumPy programs: differentiate,
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