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1. Elements of Probability Theory and Statistical Data Analysis
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</li>
<li class="toctree-l1">
<a class="reference internal" href="chapter2.html#random-numbers">
2. Random Numbers
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</li>
<li class="toctree-l1">
<a class="reference internal" href="chapter2.html#random-numbers-better-name-pseudo-random-numbers">
3. Random Numbers, better name: pseudo random numbers
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</li>
<li class="toctree-l1">
<a class="reference internal" href="chapter2.html#random-number-generator-rng">
4. Random number generator RNG
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</li>
<li class="toctree-l1">
<a class="reference internal" href="chapter2.html#random-number-generator-rng-and-periodic-outputs">
5. Random number generator RNG and periodic outputs
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<li class="toctree-l1">
<a class="reference internal" href="chapter2.html#random-number-generator-rng-and-its-period">
6. Random number generator RNG and its period
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<li class="toctree-l1">
<a class="reference internal" href="chapter2.html#random-number-generator-rng-other-examples">
7. Random number generator RNG, other examples
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<li class="toctree-l1">
<a class="reference internal" href="chapter2.html#id9">
8. Random number generator RNG, other examples
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="chapter2.html#random-number-generator-rng-ran0">
9. Random number generator RNG, RAN0
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</li>
<li class="toctree-l1">
<a class="reference internal" href="chapter2.html#id10">
10. Random number generator RNG, RAN0
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<li class="toctree-l1">
<a class="reference internal" href="chapter2.html#id11">
11. Random number generator RNG, RAN0
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<li class="toctree-l1">
<a class="reference internal" href="chapter2.html#id12">
12. Random number generator RNG, RAN0
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</li>
<li class="toctree-l1">
<a class="reference internal" href="chapter2.html#random-number-generator-rng-ran0-code">
13. Random number generator RNG, RAN0 code
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<li class="toctree-l1">
<a class="reference internal" href="chapter2.html#which-rng-should-i-use">
14. Which RNG should I use?
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<a class="reference internal" href="chapter3.html">
15. Getting started, our first data and Machine Learning encounters
2. Getting started, our first data and Machine Learning encounters
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="chapter4.html">
16. Linear Regression and more Advanced Regression Analysis
3. Linear Regression and more Advanced Regression Analysis
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</li>
<li class="toctree-l1">
<a class="reference internal" href="chapter5.html">
17. Logistic Regression
4. Logistic Regression
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="chapter6.html">
18. Neural networks, from the simple perceptron to deep learning
5. Neural networks, from the simple perceptron to deep learning
</a>
</li>
<li class="toctree-l1">
<a class="reference internal" href="chapter7.html">
19. Support Vector Machines, overarching aims
6. Support Vector Machines, overarching aims
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<li class="toctree-l1">
<a class="reference internal" href="chapter8.html">
20. Dimensionality Reduction
7. Dimensionality Reduction
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</ul>