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<!DOCTYPE HTML>
<!--
Massively by HTML5 UP
html5up.net | @ajlkn
Free for personal and commercial use under the CCA 3.0 license (html5up.net/license)
-->
<html>
<head>
<title>Sanghyun's Portfolio</title>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no" />
<link rel="stylesheet" href="assets/css/main.css" />
<noscript><link rel="stylesheet" href="assets/css/noscript.css" /></noscript>
</head>
<body class="is-preload">
<!-- Wrapper -->
<div id="wrapper" class="fade-in">
<!-- Intro -->
<div id="intro">
<h1>Moneyball<br />
<h2>The Beauty of Sabermetrics</h2></h1>
<p>Baseball, Statistics and Data Science <br /></p>
<ul class="actions">
<li><a href="#header" class="button icon solid solo fa-arrow-down scrolly">Continue</a></li>
</ul>
</div>
<!-- Header -->
<header id="header">
<a href="index.html" class="logo">Sabermetrics</a>
</header>
<!-- Nav -->
<nav id="nav">
<ul class="links">
<li class="active"><a href="index.html">Projects</a></li>
<li><a href="generic.html">Columns</a></li>
<li><a href="elements.html">About Me</a></li>
</ul>
<ul class="icons">
<li><a href="https://github.com/SanghyunKim1" class="icon brands alt fa-github" target="_blank"><span class="label">GitHub</span></a></li>
<li><a href="https://www.kaggle.com/sanghyunkim123" class="icon brands alt fa-kaggle" target="_blank"><span class="label">Kaggle</span></a></li>
<li><a href="https://www.linkedin.com/in/sanghyun-kim-69498a192/" class="icon brands alt fa-linkedin" target="_blank"><span class="label">LinkedIn</span></a></li>
</ul>
</nav>
<!-- Main -->
<div id="main">
<!-- Posts -->
<section class="posts">
<article>
<header>
<span class="date">January 25, 2021</span>
<h2>What Makes Teams<br />
Win in Baseball?<br />Runs Scored</h2>
</header>
<img src="images/corrMatrix_rs.png" class="image fit"/>
<p>If you were an owner of a baseball team, how would you make your team win? To win a game in baseball, you must score runs. Then how do you score runs? <br/>
In this porject, I discovered what enables teams to score runs in the ball game using machine learning algorithms. </p>
<ul class="actions special">
<li><a href="https://www.kaggle.com/sanghyunkim123/moneyball-revisit-mlb-team-runs-scored-prediction" class="button" target="_blank">Full Story</a></li>
</ul>
</article>
<article>
<header>
<span class="date">January 30, 2021</span>
<h2>What Makes Teams<br />
Win in Baseball?<br />Runs Allowed</h2>
</header>
<img src="images/corrMatrix_ra.png" class="image fit"/>
<p> To make your team win, you must score runs, and at the same time, you also need to prevent your opponents from scoring runs. <br/>
In this project, I discovered how to not give up runs to win a game through linear regression analysis.</p>
<ul class="actions special">
<li><a href="https://github.com/shk204105/MLB_Team_RunsAllowed_Prediction" class="button" target="_blank">Full Story</a></li>
</ul>
</article>
<article>
<header>
<span class="date">February 21, 2021</span>
<h2>Hitting vs Pitching vs Fielding vs Baserunning<br /></h2>
</header>
<img src="images/Feature%20Importance.png" class="image fit"/>
<p>In baseball, how many proportions of a team's winning percentage could be explained by each aspect of player skills? 40% hitting? 50% pitching? or 70%? <br/>
In this project, I statistically analyzed how large the impacts of different aspects of skills are on team winning percentages.</p>
<ul class="actions special">
<li><a href="https://github.com/shk204105/Hitting-vs-Pitching-vs-Fielding-vs-Baserunning" class="button" target="_blank">Full Story</a></li>
</ul>
</article>
<article>
<header>
<span class="date">February 23, 2021</span>
<h2>Statcast Analysis<br /></h2>
</header>
<a href="#" class="image fit" target="_blank"><img src="images/pic03.jpg" alt="" /></a>
<p>This project is in progress</p>
<ul class="actions special">
<li><a href="#" class="button" target="_blank">Full Story</a></li>
</ul>
</article>
<article>
<header>
<span class="date">April 22, 2021</span>
<h2>Empty Project<br /></h2>
</header>
<a href="#" class="image fit" target="_blank"><img src="images/pic03.jpg" alt="" /></a>
<p>Information</p>
<ul class="actions special">
<li><a href="#" class="button" target="_blank">Full Story</a></li>
</ul>
</article>
<article>
<header>
<span class="date">April 22, 2021</span>
<h2>Empty Project<br /></h2>
</header>
<a href="#" class="image fit" target="_blank"><img src="images/pic03.jpg" alt="" /></a>
<p>Information</p>
<ul class="actions special">
<li><a href="#" class="button" target="_blank">Full Story</a></li>
</ul>
</article>
<article>
<header>
<span class="date">April 22, 2021</span>
<h2>Empty Project<br /></h2>
</header>
<a href="#" class="image fit" target="_blank"><img src="images/pic03.jpg" alt="" /></a>
<p>Information</p>
<ul class="actions special">
<li><a href="#" class="button" target="_blank">Full Story</a></li>
</ul>
</article>
<article>
<header>
<span class="date">April 22, 2021</span>
<h2>Empty Project<br /></h2>
</header>
<a href="#" class="image fit" target="_blank"><img src="images/pic03.jpg" alt="" /></a>
<p>Information</p>
<ul class="actions special">
<li><a href="#" class="button" target="_blank">Full Story</a></li>
</ul>
</article>
</section>
<!-- Footer -->
<footer>
<div class="pagination">
<!--<a href="#" class="previous">Prev</a>-->
<a href="#" class="page active">1</a>
<a href="#" class="page">2</a>
<a href="#" class="page">3</a>
<a href="#" class="page">4</a>
<a href="#" class="page">5</a>
<a href="#" class="page">6</a>
<a href="#" class="page">7</a>
<a href="#" class="page">8</a>
<a href="#" class="page">9</a>
<a href="#" class="page">10</a>
<a href="#" class="next">Next</a>
</div>
</footer>
</div>
<!-- Footer -->
<footer id="footer">
<section class="split contact">
<section class="alt">
<h3>Address</h3>
<p>Syndey, NSW, Australia<br /></p>
</section>
<section>
<h3>Phone</h3>
<p>(+61) 421 797 773 🇦🇺</br>
(+82) 10 9507 9040 🇰🇷</p>
</section>
<section>
<h3>Email</h3>
<p>[email protected]</p>
</section>
<section>
<h3>Social</h3>
<ul class="icons alt">
<li><a href="https://github.com/SanghyunKim1" class="icon brands alt fa-github" target="_blank"><span class="label">GitHub</span></a></li>
<li><a href="https://www.kaggle.com/sanghyunkim123" class="icon brands alt fa-kaggle" target="_blank"><span class="label">Kaggle</span></a></li>
<li><a href="https://www.linkedin.com/in/sanghyun-kim-69498a192/" class="icon brands alt fa-linkedin" target="_blank"><span class="label">LinkedIn</span></a></li>
</ul>
</section>
</section>
</footer>
<!-- Copyright -->
<div id="copyright">
<ul><li>© Untitled</li><li>Design: <a href="https://html5up.net">HTML5 UP</a></li></ul>
</div>
</div>
<!-- Scripts -->
<script src="assets/js/jquery.min.js"></script>
<script src="assets/js/jquery.scrollex.min.js"></script>
<script src="assets/js/jquery.scrolly.min.js"></script>
<script src="assets/js/browser.min.js"></script>
<script src="assets/js/breakpoints.min.js"></script>
<script src="assets/js/util.js"></script>
<script src="assets/js/main.js"></script>
</body>
</html>