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index.html
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---
layout: default
title: Alexander Fabisch
---
<div id="home">
<p>
<h1>Machine Learning Tutorials</h1>
<ol class="posts">
<li><a href="http://nbviewer.ipython.org/urls/raw.github.com/AlexanderFabisch/ml_tutorials/gh-pages/00_environment.ipynb" target="_blank">Machine Learning Environment</a> (<a href="http://alexanderfabisch.github.io/ml_tutorials/00_environment.slides.html" target="_blank">slides</a>)</li>
<li><a href="http://nbviewer.ipython.org/github/AlexanderFabisch/ml_tutorials/blob/gh-pages/00_probability.ipynb" target="_blank">Probability Theory</a></li>
<li><a href="http://nbviewer.ipython.org/urls/raw.github.com/AlexanderFabisch/ml_tutorials/gh-pages/01_linear_regression.ipynb" target="_blank">Linear Regression</a> (<a href="http://alexanderfabisch.github.io/ml_tutorials/01_linear_regression.slides.html" target="_blank">slides</a>)</li>
<li><a href="http://nbviewer.ipython.org/github/AlexanderFabisch/ml_tutorials/blob/gh-pages/02_meta_learning.ipynb" target="_blank">Meta Learning</a> (<a href="http://alexanderfabisch.github.io/ml_tutorials/02_meta_learning.slides.html" target="_blank">slides</a>)</li>
<li><a href="http://nbviewer.ipython.org/github/AlexanderFabisch/ml_tutorials/blob/gh-pages/03_ann.ipynb" target="_blank">Artificial Neural Networks</a> (<a href="http://alexanderfabisch.github.io/ml_tutorials/03_ann.slides.html" target="_blank">slides</a>)</li>
<li><a href="http://nbviewer.ipython.org/github/AlexanderFabisch/ml_tutorials/blob/gh-pages/04_rl_function_approximation.ipynb" target="_blank">Reinforcement Learning with Function Approximators</a> (<a href="http://alexanderfabisch.github.io/ml_tutorials/04_rl_function_approximation.slides.html" target="_blank">slides</a>)</li>
<li><a href="http://nbviewer.ipython.org/github/AlexanderFabisch/ml_tutorials/blob/gh-pages/05_neuroevolution.ipynb" target="_blank">Neuroevolution and Direct Policy Search</a> (<a href="http://alexanderfabisch.github.io/ml_tutorials/05_neuroevolution.slides.html" target="_blank">slides</a>)</li>
</ol>
</p>
</div>