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update of week 40

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mhjensen
2020-09-30 21:56:51 +02:00
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doc/pub/week40/html/week40.html
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<center>[2] <b>Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University</b></center>
<br>
<p>
<center><h4>Sep 29, 2020</h4></center> <!-- date -->
<center><h4>Sep 30, 2020</h4></center> <!-- date -->
<br>
<p>
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<h2 id="___sec0">Plan for week 40 </h2>
<ul>
<li> Thursday: Stochastic Gradient descent with examples and automatic differeantion and begin Neural Networks</li>
<li> Friday: Neural Networks, setting up the basic steps</li>
<li> Thursday: Stochastic Gradient descent with examples and automatic differentiation and begin Neural Networks</li>
<li> Friday: Neural Networks, setting up the basic steps, from the simple perceptron model to the multi-layer perceptron model</li>
</ul>
Reading suggestions for both days: <a href="https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/TensorflowML.pdf" target="_blank">Aurelien Geron's chapter 10</a> and Hastie et al chapter 11.