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	Update for new notebook
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		@ -4,11 +4,11 @@
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        <meta charset="utf-8">
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        <meta http-equiv="X-UA-Compatible" content="IE=edge">
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        <meta name="viewport" content="width=device-width, initial-scale=1">
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        <meta name="description" content=" machine learning">
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        <meta name="description" content=" Machine Learning">
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        <meta name="keywords" content="">
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        <link rel="icon" href="https://bspeice.github.io/favicon.ico">
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        <title> machine learning - Bradlee Speice</title>
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        <title> Machine Learning - Bradlee Speice</title>
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        <!-- Stylesheets -->
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        <link href="https://bspeice.github.io/theme/css/bootstrap.min.css" rel="stylesheet">
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@ -64,9 +64,9 @@
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        <div class="row">
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              <div class="col-lg-12">
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                  <div class="header-content">
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                      <h1 class="header-title text-uppercase"> : #machine learning</h1>
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                      <h1 class="header-title text-uppercase"> : #Machine Learning</h1>
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                      <div class="header-underline"></div>
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                      <p class="header-subtitle header-subtitle-homepage"> #machine learning</p>
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                      <p class="header-subtitle header-subtitle-homepage"> #Machine Learning</p>
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                  </div>
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              </div>
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        </div>
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@ -80,8 +80,10 @@
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        <!-- Content -->
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    <div class="archive-container">
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        <div class="container content archive">
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            <h2><a href="https://bspeice.github.io/tag/machine-learning.html">machine learning</a></h2>
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            <h2><a href="https://bspeice.github.io/tag/machine-learning.html">Machine Learning</a></h2>
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            <dl class="dl-horizontal">
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            	<dt>Tue 01 November 2016</dt>
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            	<dd><a href="https://bspeice.github.io/audio-compression-using-pca.html">Audio Compression using PCA</a></dd>
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            	<dt>Sun 15 May 2016</dt>
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            	<dd><a href="https://bspeice.github.io/the-unfair-casino.html">The Unfair Casino</a></dd>
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            	<dt>Sat 05 March 2016</dt>
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