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<html>
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<meta name="description" content="">
<meta name="author" content="">
<title>NLP Basics and tools</title>
<!-- Bootstrap core CSS -->
<link href="bootstrap/css/bootstrap.min.css" rel="stylesheet">
<link href="custom/custom.css" rel="stylesheet">
</head>
<body>
<!-- Navigation -->
<nav aria-label="breadcrumb">
<ol class="breadcrumb">
<li class="breadcrumb-item"><a href="index.html">Home</a></li>
<li class="breadcrumb-item active" aria-current="page">Basics and tools</li>
</ol>
</nav>
<!-- Page Content -->
<div class="container">
<div class="row">
<div class="col-md-10">
<h1>NLP Basics and tools</h1>
ทบทวนเครื่องมือต่างๆ ในการประมวลข้อมูลทางภาษาด้วยภาษาไพธอน และ package ต่างที่ช่วยในการตัดคำ ติด pos tag ตัดพยางค์ และวิเคราะห์โครงสร้างประโยค
<p>กิจกรรมฐานที่ 1: <a href="https://docs.google.com/document/d/1Lp7YWA5Zj0ILHfTHIeCC9ckEdTHKXS4a0zLl_v9OLZU/edit?usp=sharing">Install all the things</a></p>
<p>กิจกรรมฐานที่ 2: <a href="https://colab.research.google.com/drive/1Xo1_vIwXUC8-c1YeI5lqMA_oAbLFbsaK">Python review</a> | <a href="https://colab.research.google.com/drive/1UjlCjzP6T4G4t7rMldDCWf2CaTFKZGIG">Basic Python</a></p>
<p>กิจกรรมฐานที่ 3: <a href="https://docs.google.com/document/d/1W9naQeRZ7LOaydhJs_kc5nsIC-GRiWNMhPnSyNS32z8/edit?usp=sharing">Regular expressions</a></p>
<p><a href="https://attapol.github.io/programming/code/use_spacy.py">วิธีการใช้ Spacy</a><p>
<p>Video List: </p>
<ol>
<li><a href = https://youtu.be/IWXADu09SKw> Spell Checker</a></li>
<li><a href = https://youtu.be/PqRN7696870> Edit Distance</a></li>
<li><a href = https://youtu.be/jG01BVPAg10> Minimum Edit Distance</a></li>
<li><a href = https://youtu.be/9YansqDblrs> Spell Checker Summary</a></li>
<li><a href = https://youtu.be/NV_OqAy_Vig> Style Check and Collocations</a></li>
<li><a href = https://youtu.be/qyx23nhc7-4> Pointwise Mutual Information</a></li>
<li><a href = https://youtu.be/ubsVFvT5NEY> PMI Examples</a></li>
</ol>
</div>
</div>
<div class="row mt-4">
<div class="col-md-8">
<h2>Spell checker</h2>
<p> วิธีการสร้างระบบตรวจสอบการสะกดผิดขั้นพื้นฐานโดยไม่คำนึงถึงบริบทการเกิดของคำ </p>
</div>
</div>
<div class="row">
<div class="col-md-6">
<div class="embed-responsive embed-responsive-16by9">
<iframe class="embed-responsive-item" src="https://www.youtube.com/embed/IWXADu09SKw" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
</div>
</div>
<div class="col-md-6">
<div class="embed-responsive embed-responsive-16by9">
<iframe class="embed-responsive-item" src="https://www.youtube.com/embed/PqRN7696870" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
</div>
</div>
</div>
<div class="row">
<div class="col-md-6">
<div class="embed-responsive embed-responsive-16by9">
<iframe class="embed-responsive-item" src="https://www.youtube.com/embed/jG01BVPAg10" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
</div>
</div>
<div class="col-md-6">
<div class="embed-responsive embed-responsive-16by9">
<iframe class="embed-responsive-item" src="https://www.youtube.com/embed/9YansqDblrs" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
</div>
</div>
</div>
<div class="row mt-4">
<div class="col-md-8">
<h2> Style Checker </h2>
<p> ระบบตรวจแก้การใช้คำผิดที่ ผิดทาง ผิดความหมายโดยการใช้คุณสมบัติทางสถิติของคำ </p>
</div>
</div>
<div class="row">
<div class="col-md-6">
<div class="embed-responsive embed-responsive-16by9">
<iframe class="embed-responsive-item" src="https://www.youtube.com/embed/NV_OqAy_Vig" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
</div>
</div>
<div class="col-md-6">
<div class="embed-responsive embed-responsive-16by9">
<iframe class="embed-responsive-item" src="https://www.youtube.com/embed/qyx23nhc7-4" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
</div>
</div>
</div>
<div class="row">
<div class="col-md-6">
<div class="embed-responsive embed-responsive-16by9">
<iframe class="embed-responsive-item" src="https://www.youtube.com/embed/ubsVFvT5NEY" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
</div>
</div>
</div>
<footer class="page-footer font-small">
<div class="container">
<div class="row">
<div class="col-md-12 py-3">
<div class="flex-center">
<hr/>
</div>
</div>
</div>
<div class="footer-copyright text-right py-3 mb-5">© 2018-2019 Copyright: Attapol Thamrongrattanarit</div>
</div>
</footer>
<!-- Bootstrap core JavaScript -->
<script src="jquery/jquery.min.js"></script>
<script src="bootstrap/js/bootstrap.bundle.min.js"></script>
</body>
</html>