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‎08_PredictionAndMachineLearning/002whatIsPrediction/index.Rmd

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highlighter : highlight.js # {highlight.js, prettify, highlight}
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hitheme : tomorrow #
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url:
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lib: ../../libraries
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lib: ../../librariesNew
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assets: ../../assets
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widgets : [mathjax] # {mathjax, quiz, bootstrap}
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mode : selfcontained # {standalone, draft}
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## The central dogma of prediction
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<img class=center src=../../assets/img/08_PredictionAndMachineLearning/centraldogma.png height=450>
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<img class="center" src=../../assets/img/08_PredictionAndMachineLearning/centraldogma.png height=450>
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---
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## What can go wrong
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<img class="center" src=../../assets/img/08_PredictionAndMachineLearning/googleflu.png height=450>
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http://www.sciencemag.org/content/343/6176/1203.full.pdf
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‎08_PredictionAndMachineLearning/002whatIsPrediction/index.html

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<meta name="generator" content="slidify" />
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<meta name="apple-mobile-web-app-capable" content="yes">
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<meta http-equiv="X-UA-Compatible" content="chrome=1">
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media="only screen and (max-device-width: 480px)" >
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<base target="_blank"> <!-- This amazingness opens all links in a new tab. -->
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<script data-main="../../libraries/frameworks/io2012/js/slides"
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src="../../libraries/frameworks/io2012/js/require-1.0.8.min.js">
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<base target="_blank"> <!-- This amazingness opens all links in a new tab. -->
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<script src="http://ajax.aspnetcdn.com/ajax/jQuery/jquery-1.7.min.js"></script>
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<script>window.jQuery || document.write('<script src="../../librariesNew/widgets/quiz/js/jquery.js"><\/script>')</script>
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<script data-main="../../librariesNew/frameworks/io2012/js/slides"
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src="../../librariesNew/frameworks/io2012/js/require-1.0.8.min.js">
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</script>
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<link rel="stylesheet" href = "../../assets/css/custom.css">
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</head>
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<body style="opacity: 0">
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<slides class="layout-widescreen">
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<!-- LOGO SLIDE -->
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<!-- END LOGO SLIDE -->
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<slide class="title-slide segue nobackground">
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<aside class="gdbar">
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<img src="../../assets/img/bloomberg_shield.png">
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</aside>
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<hgroup class="auto-fadein">
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<h1>What is prediction?</h1>
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<h2></h2>
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<p>Jeffrey Leek<br/>Johns Hopkins Bloomberg School of Public Health</p>
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</hgroup>
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<article></article>
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</slide>
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<!-- TITLE SLIDE -->
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<!-- Should I move this to a Local Layout File? -->
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<slide class="title-slide segue nobackground">
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<aside class="gdbar">
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<img src="../../assets/img/bloomberg_shield.png">
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</aside>
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<hgroup class="auto-fadein">
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<h1>What is prediction?</h1>
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<h2></h2>
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<p>Jeffrey Leek<br/>Johns Hopkins Bloomberg School of Public Health</p>
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</slide>
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<slide class="" id="slide-1" style="background:;">
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<slide class="" id="slide-1" style="background:;">
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<h2>The central dogma of prediction</h2>
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<p><img class=center src=../../assets/img/08_PredictionAndMachineLearning/centraldogma.png height=450></p>
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<p><img class="center" src=../../assets/img/08_PredictionAndMachineLearning/centraldogma.png height=450></p>
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</article>
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<!-- Presenter Notes -->
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</slide>
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<slide class="" id="slide-2" style="background:;">
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<hgroup>
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<h2>What can go wrong</h2>
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</hgroup>
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<article data-timings="">
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<p><img class="center" src=../../assets/img/08_PredictionAndMachineLearning/googleflu.png height=450></p>
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<p><a href="http://www.sciencemag.org/content/343/6176/1203.full.pdf">http://www.sciencemag.org/content/343/6176/1203.full.pdf</a></p>
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</article>
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<!-- Presenter Notes -->
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</slide>
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<slide class="" id="slide-3" style="background:;">
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<h2>Components of a predictor</h2>
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<slide class="" id="slide-4" style="background:;">
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<h2>SPAM Example</h2>
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<p></br></p>
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<p><center> question -&gt; input data -&gt; features -&gt; <redtext>algorithm</redtext> -&gt; parameters -&gt; evaluation </center></p>
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