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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>
<html>
<head>
<title>YouTube Video Click-to-Play</title>
</head>
<body>
<div id="video-container">
</div>
<script>
function loadVideo(videoId) {
var container = document.getElementById('video-container');
var videoUrl = 'https://www.youtube.com/embed/' + videoId;
var iframe = document.createElement('iframe');
iframe.src = videoUrl;
iframe.width = 960;
iframe.height = 540;
iframe.setAttribute('allow', 'autoplay');
container.innerHTML = ''; // Clear existing content
container.appendChild(iframe);
}
</script>
</body>
</html>
=== <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>
<head>
<title>YouTube Video Click-to-Play</title>
</head>
<body>
<div id="video-container">
<button onclick="loadVideo('efR1C6CvhmE')">SVM: Main Ideas</button> <font size="1" color="blue">← Click-to-play</font>
</div>
</body>
</html>
[https://www.youtube.com/watch?v=efR1C6CvhmE Support Vector Machines Main Ideas] <br>
[https://www.youtube.com/watch?v=efR1C6CvhmE Support Vector Machines Main Ideas] <br>
=== <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>
{{#widget:Video|url=https://www.youtube.com/watch?v=Toet3EiSFcM|width=400|height=240}} <br>
<html>
<head>
<title>YouTube Video Click-to-Play</title>
</head>
<body>
<div id="video-container">
<button onclick="loadVideo('Toet3EiSFcM')">SVM: The Polynomial Kernel</button> <font size="1" color="blue">← Click-to-play</font>
</div>
<script>
function loadVideo(videoId) {
var container = document.getElementById('video-container');
var videoUrl = 'https://www.youtube.com/embed/' + videoId;
var iframe = document.createElement('iframe');
iframe.src = videoUrl;
iframe.width = 960;
iframe.height = 540;
iframe.setAttribute('allow', 'autoplay');
container.innerHTML = ''; // Clear existing content
container.appendChild(iframe);
}
</script>
</body>
</html>
[https://www.youtube.com/watch?v=Toet3EiSFcM The Polynomial Kernel] <br>
[https://www.youtube.com/watch?v=Toet3EiSFcM The Polynomial Kernel] <br>
=== <u>Part 3</u> ===
=== <u>Part 3</u> ===
<font><i>A mathematical description of the Radial Kernel and how SVMs use this type of kernel to classify data. This video describes how the RBF classifies data in infinite dimensions.</i></font> <br>
<font><i>A mathematical description of the Radial Kernel and how SVMs use this type of kernel to classify data. This video describes how the RBF classifies data in infinite dimensions.</i></font> <br>
{{#widget:Video|url=https://www.youtube.com/watch?v=Qc5IyLW_hns|width=400|height=240}} <br>
<html>
<head>
<title>YouTube Video Click-to-Play</title>
</head>
<body>
<div id="video-container">
<button onclick="loadVideo('Qc5IyLW_hns')">SVM: The Radial (RBF) Kernel</button> <font size="1" color="blue">← Click-to-play</font>
</div>
<script>
function loadVideo(videoId) {
var container = document.getElementById('video-container');
var videoUrl = 'https://www.youtube.com/embed/' + videoId;
var iframe = document.createElement('iframe');
iframe.src = videoUrl;
iframe.width = 960;
iframe.height = 540;
iframe.setAttribute('allow', 'autoplay');
container.innerHTML = ''; // Clear existing content
container.appendChild(iframe);
}
</script>
</body>
</html>
[https://www.youtube.com/watch?v=Qc5IyLW_hns The Radial (RBF) Kernel] <br>
[https://www.youtube.com/watch?v=Qc5IyLW_hns The Radial (RBF) Kernel] <br>
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