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<u><b>The following are some useful YouTube videos:</b></u>
<u><b>The following are some useful YouTube videos:</b></u>
=== <u>Part 1</u> ===
=== <u>Part 1</u> ===
<font><i>A run down of what SVMs are and what they can be used for. All of the necessary background to get started with using SVMs.</i></font> <br>
<font><i>A run down of what SVMs are and what they can be used for. All of the necessary background to get started with using SVMs.</i></font> <br>
<html>
<html>
<head>
<head>
<body>
<body>
<div id="video-container">
<div id="video-container">
<button onclick="loadVideo()">SVM: Main Ideas</button>
<button onclick="loadVideo('efR1C6CvhmE')">SVM: Main Ideas</button>
</div>
</div>
<script>
<script>
function loadVideo() {
function loadVideo(videoId) {
var container = document.getElementById('video-container');
var container = document.getElementById('video-container');
var videoUrl = 'https://www.youtube.com/embed/efR1C6CvhmE';
var videoUrl = 'https://www.youtube.com/embed/' + videoId;
var iframe = document.createElement('iframe');
var iframe = document.createElement('iframe');
=== <u>Part 2</u> ===
=== <u>Part 2</u> ===
<font><i>A mathematical description of the Polynomial Kernel and how SVMs use this type of kernel to classify data. This video describes how the Polynomial Kernel classifies data in a set number of dimensions.</i></font> <br>
<font><i>A mathematical description of the Polynomial Kernel and how SVMs use this type of kernel to classify data. This video describes how the Polynomial Kernel classifies data in a set number of dimensions.</i></font> <br>
<html>
<html>
<head>
<head>
<body>
<body>
<div id="video-container">
<div id="video-container">
<button onclick="loadVideo()">SVM: The Polynomial Kernel</button>
<button onclick="loadVideo('Toet3EiSFcM')">SVM: The Polynomial Kernel</button>
</div>
</div>
<script>
<script>
function loadVideo() {
function loadVideo(videoId) {
var container = document.getElementById('video-container');
var container = document.getElementById('video-container');
var videoUrl = 'https://www.youtube.com/watch?v=Toet3EiSFcM';
var videoUrl = 'https://www.youtube.com/embed/' + videoId;
var iframe = document.createElement('iframe');
var iframe = document.createElement('iframe');
<body>
<body>
<div id="video-container">
<div id="video-container">
<button onclick="loadVideo()">SVM: The Radial (RBF) Kernel</button>
<button onclick="loadVideo('Qc5IyLW_hns')">SVM: The Radial (RBF) Kernel</button>
</div>
</div>
<script>
<script>
function loadVideo() {
function loadVideo(videoId) {
var container = document.getElementById('video-container');
var container = document.getElementById('video-container');
var videoUrl = 'https://www.youtube.com/watch?v=Qc5IyLW';
var videoUrl = 'https://www.youtube.com/embed/' + videoId;
var iframe = document.createElement('iframe');
var iframe = document.createElement('iframe');