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update for class
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www/index.html

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@@ -692,6 +692,11 @@ <h2>Machine Learning</h2>
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<li><a href="lectures/machine-learning.pdf">machine-learning.pdf</a></li>
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</ul>
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Jupyter notebooks:
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<ul>
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<li><a href="https://github.com/sbu-python-class/python-science/blob/master/lectures/11-machine-learning/keras-mnist.ipynb">github link</a>, raw file: <a href="https://raw.githubusercontent.com/sbu-python-class/python-science/master/lectures/11-machine-learning/keras-mnist.ipynb">keras-mnist.ipynb</a></li>
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</ul>
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Examples:
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<ul>
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<li>steepest (gradient) descent: <a href="https://github.com/sbu-python-class/python-science/blob/master/examples/machine-learning/steepest_descent/steepest_descent.py">steepest_descent.py</a></li>

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