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yenan · May 16, 2024 · 19dad14 · 19dad14
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diff --git a/index.html b/index.html
@@ -589,6 +589,13 @@ <h3 class="sectiontitle">Publications</h3>
 		<div class="sectioncontent" id="teaching">
 			<h3 class=sectiontitle>Teaching</h3>
 			<ul>
+				<li>
+					2022 Semester 2.
+					<span class="course">
+						<a href="teach/data7703/index.html">DATA7703 Machine Learning for Data Scientists.</a>
+					</span>
+				</li>
+
 				<li>
 					2022 Semester 1.
 					<span class="course">

diff --git a/teach/data7703/index.html b/teach/data7703/index.html
@@ -0,0 +1,75 @@
+<html>
+<meta name="description" content="STAT3007/STAT7007">
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8"/>
+<meta name="keywords" content="STAT3007, machine learning, theory and applications">
+
+<head>
+<style>
+	.course_title {
+		color: brown;
+		text-align: center;
+	}
+	.body {
+		margin-left: 15%;
+		margin-right: 25%;
+	}
+	table {
+		border-collapse: collapse;
+		width: 100%;
+	}
+	tr {
+		border-top: 2px solid #ccc;
+		border-bottom: 2px solid #ccc;
+	}
+	th, td {
+		padding-top: 0.2em;
+		padding-bottom: 0.5em;
+	}
+	th {
+		text-align: left;
+		#color: brown;
+		#background-color: orange;
+		#background-color: #AAAAEE;
+		#background-color: #EEEECC;
+		background-color: #DDDDEE;
+	}
+	td:first-child {
+		font-weight:bold
+	}
+</style>
+
+<!-- Global site tag (gtag.js) - Google Analytics -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=UA-125717656-1"></script>
+<script>
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
+
+  gtag('config', 'UA-125717656-1');
+</script>
+
+<title>STAT3007/STAT7007 Deep Learning</title>
+</head>
+
+<!--body class='body' style='font-family:"Comic Sans MS"'-->
+<body class='body'>
+	<H1 class="course_title">DATA7703 Machine Learning for Data Scientists</H1>
+	<H3 style="text-align:center">Semester 2 2022</H3>
+	<b>Lecturer: <a href="../../index.html">Nan Ye</a></b><br>
+	<p>
+	<b>Course Description:</b> 
+	This is the second half of the course DATA7703, covering some advanced machine
+	learning techniques.
+	</p>
+	<b>Slides</b>
+	<ul>
+		<li><a href="notes/ensemble.pdf">Ensemble Methods</a>
+		<li><a href="notes/mlp.pdf">Multilayer Perceptrons</a>
+		<li><a href="notes/cnn.pdf">Convolutional Neural Networks</a>
+		<li><a href="notes/robust.pdf">Robust Machine Learning</a>
+		<li><a href="notes/interpret.pdf">Interpretable Machine Learning</a>
+		<li><a href="notes/bayesian.pdf">Gaussian Processes</a>
+		<li><a href="notes/review.pdf">Review</a>
+	</ul>
+</body>
+</html>
diff --git a/teach/data7703/notes/bayesian.pdf b/teach/data7703/notes/bayesian.pdf
diff --git a/teach/data7703/notes/cnn.pdf b/teach/data7703/notes/cnn.pdf
diff --git a/teach/data7703/notes/ensemble.pdf b/teach/data7703/notes/ensemble.pdf
diff --git a/teach/data7703/notes/interpret.pdf b/teach/data7703/notes/interpret.pdf
diff --git a/teach/data7703/notes/mlp.pdf b/teach/data7703/notes/mlp.pdf
diff --git a/teach/data7703/notes/review.pdf b/teach/data7703/notes/review.pdf
diff --git a/teach/data7703/notes/robust.pdf b/teach/data7703/notes/robust.pdf
diff --git a/teach/stat3007/index.html b/teach/stat3007/index.html
@@ -54,7 +54,7 @@
 <!--body class='body' style='font-family:"Comic Sans MS"'-->
 <body class='body'>
 	<H1 class="course_title">STAT3007/STAT7007 Deep Learning</H1>
-	<H3 style="text-align:center">Semester 1 2021</H3>
+	<H3 style="text-align:center">Semester 1 2022</H3>
 	<b>Lecturer: <a href="../../index.html">Nan Ye</a></b><br>
 	<p>
 	<b>Course Description:</b>