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<?xml version="1.0" encoding="utf-8" standalone="yes" ?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom">
<channel>
<title>Changmin Jeon</title>
<link>https://changminjeon.com/</link>
<atom:link href="https://changminjeon.com/index.xml" rel="self" type="application/rss+xml" />
<description>Changmin Jeon</description>
<generator>Hugo Blox Builder (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Mon, 24 Oct 2022 00:00:00 +0000</lastBuildDate>
<image>
<url>https://changminjeon.com/media/icon_hu6e6989abf1f504613c0eaace99521a39_105635_512x512_fill_lanczos_center_3.png</url>
<title>Changmin Jeon</title>
<link>https://changminjeon.com/</link>
</image>
<item>
<title>FallSim</title>
<link>https://changminjeon.com/project/fallsim/</link>
<pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate>
<guid>https://changminjeon.com/project/fallsim/</guid>
<description><h3 id="summary">Summary</h3>
<p>Similar to <a href="https://changminjeon.com/project/vsense">VSense</a>, FallSim is a project that aims to overcome the small size limitation of real-world fall detection datasets with synthetically generated data.
However, there are many difficult challenges, so we are still working on it.</p>
<h3 id="my-role">My Role</h3>
<p>I am working on this project as a co-author.</p>
</description>
</item>
<item>
<title>VSense</title>
<link>https://changminjeon.com/project/vsense/</link>
<pubDate>Sun, 01 Mar 2020 00:00:00 +0000</pubDate>
<guid>https://changminjeon.com/project/vsense/</guid>
<description><h3 id="summary">Summary</h3>
<p>The data of sensors people have to wear is minimal compared to infrastructure-based sensing such as cameras and Wifi. To compensate for this limited sensor data, we propose a method to generate sensor data in a virtual world and perform activity recognition through it. We generate virtual sensor data through Unity, and by applying data augmentation techniques based on motion capture data, we can collect data from various environments. As a result, we improved the performance of Activity Recognition by supplementing the existing limited dataset.</p>
<h3 id="my-role">My Role</h3>
<p>I worked on this project as a co-lead. I was responsible for every step, including generating virtual sensor data, building an activity recognition pipeline, and collecting real-world IMU data.</p>
<h3 id="accomplishments">Accomplishments:</h3>
<ul>
<li>Experienced materializing, implementing, and validating ideas through thought and experimentation.</li>
<li>Implemented virtual motion synthesis with Unity.</li>
<li>Implemented virtual sensor data generation with Unity and Python</li>
<li>Implemented activity recognition pipeline with Python using scikit-learn and TensorFlow</li>
<li>Real-world IMU data collection with IMU sensor and Arduino board</li>
<li>Design and conduct experiments and analyze results</li>
</ul>
</description>
</item>
<item>
<title>ODLIA</title>
<link>https://changminjeon.com/project/odlia/</link>
<pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate>
<guid>https://changminjeon.com/project/odlia/</guid>
<description><h3 id="summary">Summary</h3>
<p>ODLIA is an optimization - deep learning integrated acceleration system aiming to achieve highly fast (&lt;10ms) XR scene understanding. Among the various scene-understanding techniques, we are focusing on Hand-Object Tracking.</p>
<h3 id="my-role">My Role</h3>
<p>As the team lead, I am responsible for all aspects.</p>
</description>
</item>
<item>
<title>Band</title>
<link>https://changminjeon.com/project/band/</link>
<pubDate>Mon, 27 Jun 2022 00:00:00 +0000</pubDate>
<guid>https://changminjeon.com/project/band/</guid>
<description><h3 id="summary">Summary</h3>
<p>Band is the first mobile inference platform to support multi-DNN workloads on heterogeneous mobile processors.
Existing mobile deep learning frameworks such as TFLite focus on single DNN inference and thus cannot fully handle multi-DNN workloads with heterogeneous processors. Moreover, the limited operator support of different accelerators further complicates the problem. Band tackles this challenge by partitioning DNNs into subgraphs, dynamically selecting optimal schedules, and considering fallback operators for unsupported processors. Evaluation results show that Band outperforms TensorFlow Lite by up to 5.04× for single-app multi-DNN workloads and achieves a 3.76× higher satisfaction rate for latency-critical multi-app scenarios.</p>
<p>With novel findings and extensive evaluation, <a href="https://dl.acm.org/doi/10.1145/3498361.3538948" target="_blank" rel="noopener">Band</a> was published in MobiSys 2022.</p>
<h3 id="my-role">My Role</h3>
<p>Our team consisted of 5 people, and we implemented and evaluated the entire platform together.
Furthermore, I designed and implemented the subgraph partitioning algorithm, which is the core concept of Band.</p>
<h3 id="accomplishments">Accomplishments:</h3>
<ul>
<li>Implemented Band in a 5-person team and experienced collaboration, including code review and testing</li>
<li>Implemented Band based on well-organized TensorFlow Lite C++ code, increasing my understanding of system design and C++-based development</li>
<li>Designed and implemented techniques based on system profiling</li>
<li>Gained an understanding of accelerator APIs such as OpenCL and NNAPI while implementing a platform that supports heterogeneous processors</li>
</ul>
</description>
</item>
<item>
<title>Mondrian</title>
<link>https://changminjeon.com/project/mondrian/</link>
<pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate>
<guid>https://changminjeon.com/project/mondrian/</guid>
<description><h3 id="summary">Summary</h3>
<p>Mondrian is an edge system that enables high-performance object detection on high-resolution video streams.
Different objects have highly diverse object detection difficulties within a single image due to their varying appearance.
Still, existing edge video analytics systems are limited to extracting ROIs (Region of Interest).
Mondrian not only extracts ROI regions but also reduces the amount of computation through ROI scaling according to each ROI&rsquo;s difficulty and effectively performs object detection through Packed Inference with varying ROI sizes. Mondrian achieves 2.5 times higher throughput through its compressive packed inference technique than SOTA edge video analytics systems.</p>
<h3 id="my-role">My Role</h3>
<p>As the team lead, I am responsible for all aspects.
Since the existing video analytics systems are based on Python, I implemented the entire system from scratch in C++.</p>
<h3 id="accomplishments">Accomplishments:</h3>
<ul>
<li>Implemented the entire video analytics system from scratch in C++
<ul>
<li>Implemented C++-based memory management</li>
<li>Implemented C++ image processing using OpenCV</li>
</ul>
</li>
<li>Became more familiar with code reviews by working in a two-person development team</li>
<li>Implemented an automated mobile experiment toolkit using Python</li>
</ul>
</description>
</item>
<item>
<title>Example Talk</title>
<link>https://changminjeon.com/talk/example-talk/</link>
<pubDate>Sat, 01 Jun 2030 13:00:00 +0000</pubDate>
<guid>https://changminjeon.com/talk/example-talk/</guid>
<description><div class="alert alert-note">
<div>
Click on the <strong>Slides</strong> button above to view the built-in slides feature.
</div>
</div>
<p>Slides can be added in a few ways:</p>
<ul>
<li><strong>Create</strong> slides using Hugo Blox Builder&rsquo;s <a href="https://docs.hugoblox.com/reference/content-types/" target="_blank" rel="noopener"><em>Slides</em></a> feature and link using <code>slides</code> parameter in the front matter of the talk file</li>
<li><strong>Upload</strong> an existing slide deck to <code>static/</code> and link using <code>url_slides</code> parameter in the front matter of the talk file</li>
<li><strong>Embed</strong> your slides (e.g. Google Slides) or presentation video on this page using <a href="https://docs.hugoblox.com/reference/markdown/" target="_blank" rel="noopener">shortcodes</a>.</li>
</ul>
<p>Further event details, including <a href="https://docs.hugoblox.com/reference/markdown/" target="_blank" rel="noopener">page elements</a> such as image galleries, can be added to the body of this page.</p>
</description>
</item>
<item>
<title>Mondrian: On-Device High-Performance Video Analytics with Compressive Packed Inference</title>
<link>https://changminjeon.com/publication/mondrian/</link>
<pubDate>Mon, 01 Jan 2024 00:00:00 +0000</pubDate>
<guid>https://changminjeon.com/publication/mondrian/</guid>
<description><meta http-equiv="refresh" content="0; url=https://changminjeon.com/project/mondrian" />
</description>
</item>
<item>
<title>Blog with Jupyter Notebooks!</title>
<link>https://changminjeon.com/post/blog-with-jupyter/</link>
<pubDate>Sat, 04 Nov 2023 00:00:00 +0000</pubDate>
<guid>https://changminjeon.com/post/blog-with-jupyter/</guid>
<description><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="kn">from</span> <span class="nn">IPython.core.display</span> <span class="kn">import</span> <span class="n">Image</span>
</span></span><span class="line"><span class="cl"><span class="n">Image</span><span class="p">(</span><span class="s1">&#39;https://www.python.org/static/community_logos/python-logo-master-v3-TM-flattened.png&#39;</span><span class="p">)</span>
</span></span></code></pre></div><p>
<figure >
<div class="d-flex justify-content-center">
<div class="w-100" ><img alt="png" srcset="
/post/blog-with-jupyter/output_1_0_hu1e42f419f47ffd4b1ca9ef8f6670390a_11155_5a714abab5f53c70f7c38e19755638d3.webp 400w,
/post/blog-with-jupyter/output_1_0_hu1e42f419f47ffd4b1ca9ef8f6670390a_11155_6b76da17c04a40aee4c1c633206f8065.webp 760w,
/post/blog-with-jupyter/output_1_0_hu1e42f419f47ffd4b1ca9ef8f6670390a_11155_1200x1200_fit_q75_h2_lanczos_3.webp 1200w"
src="https://changminjeon.com/post/blog-with-jupyter/output_1_0_hu1e42f419f47ffd4b1ca9ef8f6670390a_11155_5a714abab5f53c70f7c38e19755638d3.webp"
width="601"
height="203"
loading="lazy" data-zoomable /></div>
</div></figure>
</p>
<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="nb">print</span><span class="p">(</span><span class="s2">&#34;Welcome to Academic!&#34;</span><span class="p">)</span>
</span></span></code></pre></div><pre><code>Welcome to Academic!
</code></pre>
<h2 id="organize-your-notebooks">Organize your notebooks</h2>
<p>Place the notebooks that you would like to publish in a <code>notebooks</code> folder at the root of your website.</p>
<h2 id="import-the-notebooks-into-your-site">Import the notebooks into your site</h2>
<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-bash" data-lang="bash"><span class="line"><span class="cl">pipx install academic
</span></span><span class="line"><span class="cl">academic import <span class="s1">&#39;notebooks/**.ipynb&#39;</span> content/post/ --verbose
</span></span></code></pre></div><p>The notebooks will be published to the folder you specify above. In this case, they will be published to your <code>content/post/</code> folder.</p>
</description>
</item>
<item>
<title>Band: Coordinated Multi-DNN Inference on Heterogeneous Mobile Processors</title>
<link>https://changminjeon.com/publication/band/</link>
<pubDate>Mon, 27 Jun 2022 00:00:00 +0000</pubDate>
<guid>https://changminjeon.com/publication/band/</guid>
<description><meta http-equiv="refresh" content="0; url=https://changminjeon.com/project/band" />
</description>
</item>
<item>
<title>Welcome to Hugo Blox Builder, the website builder for Hugo</title>
<link>https://changminjeon.com/post/getting-started/</link>
<pubDate>Sun, 13 Dec 2020 00:00:00 +0000</pubDate>
<guid>https://changminjeon.com/post/getting-started/</guid>
<description><div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="kn">import</span> <span class="nn">libr</span>
</span></span><span class="line"><span class="cl"><span class="nb">print</span><span class="p">(</span><span class="s1">&#39;hello&#39;</span><span class="p">)</span>
</span></span></code></pre></div><h2 id="overview">Overview</h2>
<ol>
<li>The Wowchemy website builder for Hugo, along with its starter templates, is designed for professional creators, educators, and teams/organizations - although it can be used to create any kind of site</li>
<li>The template can be modified and customised to suit your needs. It&rsquo;s a good platform for anyone looking to take control of their data and online identity whilst having the convenience to start off with a <strong>no-code solution (write in Markdown and customize with YAML parameters)</strong> and having <strong>flexibility to later add even deeper personalization with HTML and CSS</strong></li>
<li>You can work with all your favourite tools and apps with hundreds of plugins and integrations to speed up your workflows, interact with your readers, and much more</li>
</ol>
<p><a href="https://hugoblox.com" target="_blank" rel="noopener">
<figure >
<div class="d-flex justify-content-center">
<div class="w-100" ><img src="https://raw.githubusercontent.com/wowchemy/wowchemy-hugo-modules/main/starters/academic/preview.png" alt="The template is mobile first with a responsive design to ensure that your site looks stunning on every device." loading="lazy" data-zoomable /></div>
</div></figure>
</a></p>
<h2 id="get-started">Get Started</h2>
<ul>
<li>👉 <a href="https://hugoblox.com/templates/" target="_blank" rel="noopener"><strong>Create a new site</strong></a></li>
<li>📚 <a href="https://docs.hugoblox.com/" target="_blank" rel="noopener"><strong>Personalize your site</strong></a></li>
<li>💬 <a href="https://discord.gg/z8wNYzb" target="_blank" rel="noopener">Chat with the <strong>Wowchemy community</strong></a> or <a href="https://discourse.gohugo.io" target="_blank" rel="noopener"><strong>Hugo community</strong></a></li>
<li>🐦 Twitter: <a href="https://twitter.com/wowchemy" target="_blank" rel="noopener">@wowchemy</a> <a href="https://twitter.com/GeorgeCushen" target="_blank" rel="noopener">@GeorgeCushen</a> <a href="https://twitter.com/search?q=%23MadeWithWowchemy&amp;src=typed_query" target="_blank" rel="noopener">#MadeWithWowchemy</a></li>
<li>💡 <a href="https://github.com/HugoBlox/hugo-blox-builder/issues" target="_blank" rel="noopener">Request a <strong>feature</strong> or report a <strong>bug</strong> for <em>Wowchemy</em></a></li>
<li>⬆️ <strong>Updating Wowchemy?</strong> View the <a href="https://docs.hugoblox.com/hugo-tutorials/update/" target="_blank" rel="noopener">Update Tutorial</a> and <a href="https://hugoblox.com/updates/" target="_blank" rel="noopener">Release Notes</a></li>
</ul>
<h2 id="crowd-funded-open-source-software">Crowd-funded open-source software</h2>
<p>To help us develop this template and software sustainably under the MIT license, we ask all individuals and businesses that use it to help support its ongoing maintenance and development via sponsorship.</p>
<h3 id="-click-here-to-become-a-sponsor-and-help-support-wowchemys-future-httpshugobloxcomsponsor"><a href="https://hugoblox.com/sponsor/" target="_blank" rel="noopener">❤️ Click here to become a sponsor and help support Wowchemy&rsquo;s future ❤️</a></h3>
<p>As a token of appreciation for sponsoring, you can <strong>unlock <a href="https://hugoblox.com/sponsor/" target="_blank" rel="noopener">these</a> awesome rewards and extra features 🦄✨</strong></p>
<h2 id="ecosystem">Ecosystem</h2>
<ul>
<li><strong><a href="https://github.com/GetRD/academic-file-converter" target="_blank" rel="noopener">Hugo Academic CLI</a>:</strong> Automatically import publications from BibTeX</li>
</ul>
<h2 id="inspiration">Inspiration</h2>
<p><a href="https://academic-demo.netlify.com/" target="_blank" rel="noopener">Check out the latest <strong>demo</strong></a> of what you&rsquo;ll get in less than 10 minutes, or <a href="https://hugoblox.com/user-stories/" target="_blank" rel="noopener">view the <strong>showcase</strong></a> of personal, project, and business sites.</p>
<h2 id="features">Features</h2>
<ul>
<li><strong>Page builder</strong> - Create <em>anything</em> with <a href="https://docs.hugoblox.com/page-builder/" target="_blank" rel="noopener"><strong>widgets</strong></a> and <a href="https://docs.hugoblox.com/content/writing-markdown-latex/" target="_blank" rel="noopener"><strong>elements</strong></a></li>
<li><strong>Edit any type of content</strong> - Blog posts, publications, talks, slides, projects, and more!</li>
<li><strong>Create content</strong> in <a href="https://docs.hugoblox.com/content/writing-markdown-latex/" target="_blank" rel="noopener"><strong>Markdown</strong></a>, <a href="https://docs.hugoblox.com/import/jupyter/" target="_blank" rel="noopener"><strong>Jupyter</strong></a>, or <a href="https://docs.hugoblox.com/install-locally/" target="_blank" rel="noopener"><strong>RStudio</strong></a></li>
<li><strong>Plugin System</strong> - Fully customizable <a href="https://docs.hugoblox.com/customization/" target="_blank" rel="noopener"><strong>color</strong> and <strong>font themes</strong></a></li>
<li><strong>Display Code and Math</strong> - Code highlighting and <a href="https://en.wikibooks.org/wiki/LaTeX/Mathematics" target="_blank" rel="noopener">LaTeX math</a> supported</li>
<li><strong>Integrations</strong> - <a href="https://analytics.google.com" target="_blank" rel="noopener">Google Analytics</a>, <a href="https://disqus.com" target="_blank" rel="noopener">Disqus commenting</a>, Maps, Contact Forms, and more!</li>
<li><strong>Beautiful Site</strong> - Simple and refreshing one page design</li>
<li><strong>Industry-Leading SEO</strong> - Help get your website found on search engines and social media</li>
<li><strong>Media Galleries</strong> - Display your images and videos with captions in a customizable gallery</li>
<li><strong>Mobile Friendly</strong> - Look amazing on every screen with a mobile friendly version of your site</li>
<li><strong>Multi-language</strong> - 34+ language packs including English, 中文, and Português</li>
<li><strong>Multi-user</strong> - Each author gets their own profile page</li>
<li><strong>Privacy Pack</strong> - Assists with GDPR</li>
<li><strong>Stand Out</strong> - Bring your site to life with animation, parallax backgrounds, and scroll effects</li>
<li><strong>One-Click Deployment</strong> - No servers. No databases. Only files.</li>
</ul>
<h2 id="themes">Themes</h2>
<p>Wowchemy and its templates come with <strong>automatic day (light) and night (dark) mode</strong> built-in. Alternatively, visitors can choose their preferred mode - click the moon icon in the top right of the <a href="https://academic-demo.netlify.com/" target="_blank" rel="noopener">Demo</a> to see it in action! Day/night mode can also be disabled by the site admin in <code>params.toml</code>.</p>
<p><a href="https://docs.hugoblox.com/customization" target="_blank" rel="noopener">Choose a stunning <strong>theme</strong> and <strong>font</strong></a> for your site. Themes are fully customizable.</p>
<h2 id="license">License</h2>
<p>Copyright 2016-present <a href="https://georgecushen.com" target="_blank" rel="noopener">George Cushen</a>.</p>
<p>Released under the <a href="https://github.com/HugoBlox/hugo-blox-builder/blob/master/LICENSE.md" target="_blank" rel="noopener">MIT</a> license.</p>
</description>
</item>
<item>
<title>Writing technical content in Markdown</title>
<link>https://changminjeon.com/post/writing-technical-content/</link>
<pubDate>Fri, 12 Jul 2019 00:00:00 +0000</pubDate>
<guid>https://changminjeon.com/post/writing-technical-content/</guid>
<description><p>Hugo Blox Builder is designed to give technical content creators a seamless experience. You can focus on the content and Wowchemy handles the rest.</p>
<p><strong>Highlight your code snippets, take notes on math classes, and draw diagrams from textual representation.</strong></p>
<p>On this page, you&rsquo;ll find some examples of the types of technical content that can be rendered with Wowchemy.</p>
<h2 id="examples">Examples</h2>
<h3 id="code">Code</h3>
<p>Wowchemy supports a Markdown extension for highlighting code syntax. You can customize the styles under the <code>syntax_highlighter</code> option in your <code>config/_default/params.yaml</code> file.</p>
<pre><code>```python
import pandas as pd
data = pd.read_csv(&quot;data.csv&quot;)
data.head()
```
</code></pre>
<p>renders as</p>
<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
</span></span><span class="line"><span class="cl"><span class="n">data</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">&#34;data.csv&#34;</span><span class="p">)</span>
</span></span><span class="line"><span class="cl"><span class="n">data</span><span class="o">.</span><span class="n">head</span><span class="p">()</span>
</span></span></code></pre></div><h3 id="mindmaps">Mindmaps</h3>
<p>Wowchemy supports a Markdown extension for mindmaps.</p>
<p>Simply insert a Markdown <code>markmap</code> code block and optionally set the height of the mindmap as shown in the example below.</p>
<p>A simple mindmap defined as a Markdown list:</p>
<div class="highlight">
<pre class="chroma">
<code>
```markmap {height="200px"}
- Hugo Modules
- wowchemy
- blox-plugins-netlify
- blox-plugins-netlify-cms
- blox-plugins-reveal
```
</code>
</pre>
</div>
<p>renders as</p>
<div class="markmap" style="height: 200px;">
<pre>- Hugo Modules
- wowchemy
- blox-plugins-netlify
- blox-plugins-netlify-cms
- blox-plugins-reveal</pre>
</div>
<p>A more advanced mindmap with formatting, code blocks, and math:</p>
<div class="highlight">
<pre class="chroma">
<code>
```markmap
- Mindmaps
- Links
- [Wowchemy Docs](https://docs.hugoblox.com/)
- [Discord Community](https://discord.gg/z8wNYzb)
- [GitHub](https://github.com/HugoBlox/hugo-blox-builder)
- Features
- Markdown formatting
- **inline** ~~text~~ *styles*
- multiline
text
- `inline code`
-
```js
console.log('hello');
console.log('code block');
```
- Math: $x = {-b \pm \sqrt{b^2-4ac} \over 2a}$
```
</code>
</pre>
</div>
<p>renders as</p>
<div class="markmap" style="height: 500px;">
<pre>- Mindmaps
- Links
- [Wowchemy Docs](https://docs.hugoblox.com/)
- [Discord Community](https://discord.gg/z8wNYzb)
- [GitHub](https://github.com/HugoBlox/hugo-blox-builder)
- Features
- Markdown formatting
- **inline** ~~text~~ *styles*
- multiline
text
- `inline code`
-
```js
console.log('hello');
console.log('code block');
```
- Math: $x = {-b \pm \sqrt{b^2-4ac} \over 2a}$</pre>
</div>
<h3 id="charts">Charts</h3>
<p>Wowchemy supports the popular <a href="https://plot.ly/" target="_blank" rel="noopener">Plotly</a> format for interactive charts.</p>
<p>Save your Plotly JSON in your page folder, for example <code>line-chart.json</code>, and then add the <code>{{&lt; chart data=&quot;line-chart&quot; &gt;}}</code> shortcode where you would like the chart to appear.</p>
<p>Demo:</p>
<div id="chart-918345672" class="chart"></div>
<script>
(function() {
let a = setInterval( function() {
if ( typeof window.Plotly === 'undefined' ) {
return;
}
clearInterval( a );
Plotly.d3.json("./line-chart.json", function(chart) {
Plotly.plot('chart-918345672', chart.data, chart.layout, {responsive: true});
});
}, 500 );
})();
</script>
<p>You might also find the <a href="http://plotly-json-editor.getforge.io/" target="_blank" rel="noopener">Plotly JSON Editor</a> useful.</p>
<h3 id="math">Math</h3>
<p>Wowchemy supports a Markdown extension for $\LaTeX$ math. You can enable this feature by toggling the <code>math</code> option in your <code>config/_default/params.yaml</code> file.</p>
<p>To render <em>inline</em> or <em>block</em> math, wrap your LaTeX math with <code>{{&lt; math &gt;}}$...${{&lt; /math &gt;}}</code> or <code>{{&lt; math &gt;}}$$...$${{&lt; /math &gt;}}</code>, respectively. (We wrap the LaTeX math in the Wowchemy <em>math</em> shortcode to prevent Hugo rendering our math as Markdown. The <em>math</em> shortcode is new in v5.5-dev.)</p>
<p>Example <strong>math block</strong>:</p>
<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-latex" data-lang="latex"><span class="line"><span class="cl"><span class="nb">{{</span>&lt; math &gt;<span class="nb">}}</span>
</span></span><span class="line"><span class="cl"><span class="sb">$$</span><span class="nb">
</span></span></span><span class="line"><span class="cl"><span class="nb"></span><span class="nv">\gamma</span><span class="nb">_{n} </span><span class="o">=</span><span class="nb"> </span><span class="nv">\frac</span><span class="nb">{ </span><span class="nv">\left</span><span class="nb"> | </span><span class="nv">\left</span><span class="nb"> </span><span class="o">(</span><span class="nv">\mathbf</span><span class="nb"> x_{n} </span><span class="o">-</span><span class="nb"> </span><span class="nv">\mathbf</span><span class="nb"> x_{n</span><span class="o">-</span><span class="m">1</span><span class="nb">} </span><span class="nv">\right</span><span class="nb"> </span><span class="o">)</span><span class="nb">^T </span><span class="nv">\left</span><span class="nb"> </span><span class="o">[</span><span class="nv">\nabla</span><span class="nb"> F </span><span class="o">(</span><span class="nv">\mathbf</span><span class="nb"> x_{n}</span><span class="o">)</span><span class="nb"> </span><span class="o">-</span><span class="nb"> </span><span class="nv">\nabla</span><span class="nb"> F </span><span class="o">(</span><span class="nv">\mathbf</span><span class="nb"> x_{n</span><span class="o">-</span><span class="m">1</span><span class="nb">}</span><span class="o">)</span><span class="nb"> </span><span class="nv">\right</span><span class="nb"> </span><span class="o">]</span><span class="nb"> </span><span class="nv">\right</span><span class="nb"> |}{</span><span class="nv">\left</span><span class="nb"> </span><span class="nv">\|\nabla</span><span class="nb"> F</span><span class="o">(</span><span class="nv">\mathbf</span><span class="nb">{x}_{n}</span><span class="o">)</span><span class="nb"> </span><span class="o">-</span><span class="nb"> </span><span class="nv">\nabla</span><span class="nb"> F</span><span class="o">(</span><span class="nv">\mathbf</span><span class="nb">{x}_{n</span><span class="o">-</span><span class="m">1</span><span class="nb">}</span><span class="o">)</span><span class="nb"> </span><span class="nv">\right</span><span class="nb"> </span><span class="nv">\|</span><span class="nb">^</span><span class="m">2</span><span class="nb">}
</span></span></span><span class="line"><span class="cl"><span class="nb"></span><span class="s">$$</span>
</span></span><span class="line"><span class="cl"><span class="nb">{{</span>&lt; /math &gt;<span class="nb">}}</span>
</span></span></code></pre></div><p>renders as</p>
$$\gamma_{n} = \frac{ \left | \left (\mathbf x_{n} - \mathbf x_{n-1} \right )^T \left [\nabla F (\mathbf x_{n}) - \nabla F (\mathbf x_{n-1}) \right ] \right |}{\left \|\nabla F(\mathbf{x}_{n}) - \nabla F(\mathbf{x}_{n-1}) \right \|^2}$$
<p>Example <strong>inline math</strong> <code>{{&lt; math &gt;}}$\nabla F(\mathbf{x}_{n})${{&lt; /math &gt;}}</code> renders as
$\nabla F(\mathbf{x}_{n})$.</p>
<p>Example <strong>multi-line math</strong> using the math linebreak (<code>\\</code>):</p>
<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-latex" data-lang="latex"><span class="line"><span class="cl"><span class="nb">{{</span>&lt; math &gt;<span class="nb">}}</span>
</span></span><span class="line"><span class="cl"><span class="sb">$$</span><span class="nb">f</span><span class="o">(</span><span class="nb">k;p_{</span><span class="m">0</span><span class="nb">}^{</span><span class="o">*</span><span class="nb">}</span><span class="o">)</span><span class="nb"> </span><span class="o">=</span><span class="nb"> </span><span class="nv">\begin</span><span class="nb">{cases}p_{</span><span class="m">0</span><span class="nb">}^{</span><span class="o">*</span><span class="nb">} &amp; </span><span class="nv">\text</span><span class="nb">{if }k</span><span class="o">=</span><span class="m">1</span><span class="nb">, </span><span class="nv">\\</span><span class="nb">
</span></span></span><span class="line"><span class="cl"><span class="nb"></span><span class="m">1</span><span class="o">-</span><span class="nb">p_{</span><span class="m">0</span><span class="nb">}^{</span><span class="o">*</span><span class="nb">} &amp; </span><span class="nv">\text</span><span class="nb">{if }k</span><span class="o">=</span><span class="m">0</span><span class="nb">.</span><span class="nv">\end</span><span class="nb">{cases}</span><span class="s">$$</span>
</span></span><span class="line"><span class="cl"><span class="nb">{{</span>&lt; /math &gt;<span class="nb">}}</span>
</span></span></code></pre></div><p>renders as</p>
$$
f(k;p_{0}^{*}) = \begin{cases}p_{0}^{*} & \text{if }k=1, \\
1-p_{0}^{*} & \text{if }k=0.\end{cases}
$$
<h3 id="diagrams">Diagrams</h3>
<p>Wowchemy supports a Markdown extension for diagrams. You can enable this feature by toggling the <code>diagram</code> option in your <code>config/_default/params.toml</code> file or by adding <code>diagram: true</code> to your page front matter.</p>
<p>An example <strong>flowchart</strong>:</p>
<pre><code>```mermaid
graph TD
A[Hard] --&gt;|Text| B(Round)
B --&gt; C{Decision}
C --&gt;|One| D[Result 1]
C --&gt;|Two| E[Result 2]
```
</code></pre>
<p>renders as</p>
<div class="mermaid">graph TD
A[Hard] -->|Text| B(Round)
B --> C{Decision}
C -->|One| D[Result 1]
C -->|Two| E[Result 2]
</div>
<p>An example <strong>sequence diagram</strong>:</p>
<pre><code>```mermaid
sequenceDiagram
Alice-&gt;&gt;John: Hello John, how are you?
loop Healthcheck
John-&gt;&gt;John: Fight against hypochondria
end
Note right of John: Rational thoughts!
John--&gt;&gt;Alice: Great!
John-&gt;&gt;Bob: How about you?
Bob--&gt;&gt;John: Jolly good!
```
</code></pre>
<p>renders as</p>
<div class="mermaid">sequenceDiagram
Alice->>John: Hello John, how are you?
loop Healthcheck
John->>John: Fight against hypochondria
end
Note right of John: Rational thoughts!
John-->>Alice: Great!
John->>Bob: How about you?
Bob-->>John: Jolly good!
</div>
<p>An example <strong>Gantt diagram</strong>:</p>
<pre><code>```mermaid
gantt
section Section
Completed :done, des1, 2014-01-06,2014-01-08
Active :active, des2, 2014-01-07, 3d
Parallel 1 : des3, after des1, 1d
Parallel 2 : des4, after des1, 1d
Parallel 3 : des5, after des3, 1d
Parallel 4 : des6, after des4, 1d
```
</code></pre>
<p>renders as</p>
<div class="mermaid">gantt
section Section
Completed :done, des1, 2014-01-06,2014-01-08
Active :active, des2, 2014-01-07, 3d
Parallel 1 : des3, after des1, 1d
Parallel 2 : des4, after des1, 1d
Parallel 3 : des5, after des3, 1d
Parallel 4 : des6, after des4, 1d
</div>
<p>An example <strong>class diagram</strong>:</p>
<pre><code>```mermaid
classDiagram
Class01 &lt;|-- AveryLongClass : Cool
Class03 *-- Class04
Class05 o-- Class06
Class07 .. Class08
Class09 --&gt; C2 : Where am i?
Class09 --* C3
Class09 --|&gt; Class07
Class07 : equals()
Class07 : Object[] elementData
Class01 : size()
Class01 : int chimp
Class01 : int gorilla
Class08 &lt;--&gt; C2: Cool label
```
</code></pre>
<p>renders as</p>
<div class="mermaid">classDiagram
Class01 <|-- AveryLongClass : Cool
Class03 *-- Class04
Class05 o-- Class06
Class07 .. Class08
Class09 --> C2 : Where am i?
Class09 --* C3
Class09 --|> Class07
Class07 : equals()
Class07 : Object[] elementData
Class01 : size()
Class01 : int chimp
Class01 : int gorilla
Class08 <--> C2: Cool label
</div>
<p>An example <strong>state diagram</strong>:</p>
<pre><code>```mermaid
stateDiagram
[*] --&gt; Still
Still --&gt; [*]
Still --&gt; Moving
Moving --&gt; Still
Moving --&gt; Crash
Crash --&gt; [*]
```
</code></pre>
<p>renders as</p>
<div class="mermaid">stateDiagram
[*] --> Still
Still --> [*]
Still --> Moving
Moving --> Still
Moving --> Crash
Crash --> [*]
</div>
<h3 id="todo-lists">Todo lists</h3>
<p>You can even write your todo lists in Markdown too:</p>
<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-markdown" data-lang="markdown"><span class="line"><span class="cl"><span class="k">- [x]</span> Write math example
</span></span><span class="line"><span class="cl"> <span class="k">- [x]</span> Write diagram example
</span></span><span class="line"><span class="cl"><span class="k">- [ ]</span> Do something else
</span></span></code></pre></div><p>renders as</p>
<ul>
<li><input checked="" disabled="" type="checkbox"> Write math example
<ul>
<li><input checked="" disabled="" type="checkbox"> Write diagram example</li>
</ul>
</li>
<li><input disabled="" type="checkbox"> Do something else</li>
</ul>
<h3 id="tables">Tables</h3>
<p>Save your spreadsheet as a CSV file in your page&rsquo;s folder and then render it by adding the <em>Table</em> shortcode to your page:</p>
<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-go" data-lang="go"><span class="line"><span class="cl"><span class="p">{{&lt;</span> <span class="nx">table</span> <span class="nx">path</span><span class="p">=</span><span class="s">&#34;results.csv&#34;</span> <span class="nx">header</span><span class="p">=</span><span class="s">&#34;true&#34;</span> <span class="nx">caption</span><span class="p">=</span><span class="s">&#34;Table 1: My results&#34;</span> <span class="p">&gt;}}</span>
</span></span></code></pre></div><p>renders as</p>
<table class="table">
<tr> <th>customer_id</th> <th>score</th> </tr>
<tr>
<td data-table-dtype="number">1</td>
<td data-table-dtype="number">0</td>
</tr>
<tr>
<td data-table-dtype="number">2</td>
<td data-table-dtype="text">0.5</td>
</tr>
<tr>
<td data-table-dtype="number">3</td>
<td data-table-dtype="number">1</td>
</tr>
<caption>Table 1: My results</caption>
</table>
<h3 id="callouts">Callouts</h3>
<p>Academic supports a <a href="https://docs.hugoblox.com/content/writing-markdown-latex/#callouts" target="_blank" rel="noopener">shortcode for callouts</a>, also referred to as <em>asides</em>, <em>hints</em>, or <em>alerts</em>. By wrapping a paragraph in <code>{{% callout note %}} ... {{% /callout %}}</code>, it will render as an aside.</p>
<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-markdown" data-lang="markdown"><span class="line"><span class="cl">{{% callout note %}}
</span></span><span class="line"><span class="cl">A Markdown aside is useful for displaying notices, hints, or definitions to your readers.
</span></span><span class="line"><span class="cl">{{% /callout %}}
</span></span></code></pre></div><p>renders as</p>
<div class="alert alert-note">
<div>
A Markdown aside is useful for displaying notices, hints, or definitions to your readers.
</div>
</div>
<h3 id="spoilers">Spoilers</h3>
<p>Add a spoiler to a page to reveal text, such as an answer to a question, after a button is clicked.</p>
<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-markdown" data-lang="markdown"><span class="line"><span class="cl">{{<span class="p">&lt;</span> <span class="nt">spoiler</span> <span class="na">text</span><span class="o">=</span><span class="s">&#34;Click to view the spoiler&#34;</span> <span class="p">&gt;</span>}}
</span></span><span class="line"><span class="cl">You found me!
</span></span><span class="line"><span class="cl">{{<span class="p">&lt;</span> <span class="p">/</span><span class="nt">spoiler</span> <span class="p">&gt;</span>}}
</span></span></code></pre></div><p>renders as</p>
<details class="spoiler " id="spoiler-6">
<summary>Click to view the spoiler</summary>
<p>You found me!</p>
</details>
<h3 id="icons">Icons</h3>
<p>Academic enables you to use a wide range of <a href="https://docs.hugoblox.com/getting-started/page-builder/#icons" target="_blank" rel="noopener">icons from <em>Font Awesome</em> and <em>Academicons</em></a> in addition to <a href="https://docs.hugoblox.com/content/writing-markdown-latex/#emojis" target="_blank" rel="noopener">emojis</a>.</p>
<p>Here are some examples using the <code>icon</code> shortcode to render icons:</p>
<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-markdown" data-lang="markdown"><span class="line"><span class="cl">{{<span class="p">&lt;</span> <span class="nt">icon</span> <span class="na">name</span><span class="o">=</span><span class="s">&#34;terminal&#34;</span> <span class="na">pack</span><span class="o">=</span><span class="s">&#34;fas&#34;</span> <span class="p">&gt;</span>}} Terminal
</span></span><span class="line"><span class="cl">{{<span class="p">&lt;</span> <span class="nt">icon</span> <span class="na">name</span><span class="o">=</span><span class="s">&#34;python&#34;</span> <span class="na">pack</span><span class="o">=</span><span class="s">&#34;fab&#34;</span> <span class="p">&gt;</span>}} Python
</span></span><span class="line"><span class="cl">{{<span class="p">&lt;</span> <span class="nt">icon</span> <span class="na">name</span><span class="o">=</span><span class="s">&#34;r-project&#34;</span> <span class="na">pack</span><span class="o">=</span><span class="s">&#34;fab&#34;</span> <span class="p">&gt;</span>}} R
</span></span></code></pre></div><p>renders as</p>
<p>
<i class="fas fa-terminal pr-1 fa-fw"></i> Terminal<br>
<i class="fab fa-python pr-1 fa-fw"></i> Python<br>
<i class="fab fa-r-project pr-1 fa-fw"></i> R</p>
<h3 id="did-you-find-this-page-helpful-consider-sharing-it-">Did you find this page helpful? Consider sharing it 🙌</h3>
</description>
</item>
<item>
<title>Slides</title>
<link>https://changminjeon.com/slides/example/</link>
<pubDate>Tue, 05 Feb 2019 00:00:00 +0000</pubDate>
<guid>https://changminjeon.com/slides/example/</guid>
<description><h1 id="create-slides-in-markdown-with-hugo-blox-builder">Create slides in Markdown with Hugo Blox Builder</h1>
<p><a href="https://hugoblox.com/" target="_blank" rel="noopener">Hugo Blox Builder</a> | <a href="https://docs.hugoblox.com/content/slides/" target="_blank" rel="noopener">Documentation</a></p>
<hr>
<h2 id="features">Features</h2>
<ul>
<li>Efficiently write slides in Markdown</li>
<li>3-in-1: Create, Present, and Publish your slides</li>
<li>Supports speaker notes</li>
<li>Mobile friendly slides</li>
</ul>
<hr>
<h2 id="controls">Controls</h2>
<ul>
<li>Next: <code>Right Arrow</code> or <code>Space</code></li>
<li>Previous: <code>Left Arrow</code></li>
<li>Start: <code>Home</code></li>
<li>Finish: <code>End</code></li>
<li>Overview: <code>Esc</code></li>
<li>Speaker notes: <code>S</code></li>
<li>Fullscreen: <code>F</code></li>
<li>Zoom: <code>Alt + Click</code></li>
<li><a href="https://revealjs.com/pdf-export/" target="_blank" rel="noopener">PDF Export</a></li>
</ul>
<hr>
<h2 id="code-highlighting">Code Highlighting</h2>
<p>Inline code: <code>variable</code></p>
<p>Code block:</p>
<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-python" data-lang="python"><span class="line"><span class="cl"><span class="n">porridge</span> <span class="o">=</span> <span class="s2">&#34;blueberry&#34;</span>
</span></span><span class="line"><span class="cl"><span class="k">if</span> <span class="n">porridge</span> <span class="o">==</span> <span class="s2">&#34;blueberry&#34;</span><span class="p">:</span>
</span></span><span class="line"><span class="cl"> <span class="nb">print</span><span class="p">(</span><span class="s2">&#34;Eating...&#34;</span><span class="p">)</span>
</span></span></code></pre></div><hr>
<h2 id="math">Math</h2>
<p>In-line math: $x + y = z$</p>
<p>Block math:</p>
<p>$$
f\left( x \right) = ;\frac{{2\left( {x + 4} \right)\left( {x - 4} \right)}}{{\left( {x + 4} \right)\left( {x + 1} \right)}}
$$</p>
<hr>
<h2 id="fragments">Fragments</h2>
<p>Make content appear incrementally</p>
<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-fallback" data-lang="fallback"><span class="line"><span class="cl">{{% fragment %}} One {{% /fragment %}}
</span></span><span class="line"><span class="cl">{{% fragment %}} **Two** {{% /fragment %}}
</span></span><span class="line"><span class="cl">{{% fragment %}} Three {{% /fragment %}}
</span></span></code></pre></div><p>Press <code>Space</code> to play!</p>
<span class="fragment " >
One
</span>
<span class="fragment " >
<strong>Two</strong>
</span>
<span class="fragment " >
Three
</span>
<hr>
<p>A fragment can accept two optional parameters:</p>
<ul>
<li><code>class</code>: use a custom style (requires definition in custom CSS)</li>
<li><code>weight</code>: sets the order in which a fragment appears</li>
</ul>
<hr>
<h2 id="speaker-notes">Speaker Notes</h2>
<p>Add speaker notes to your presentation</p>
<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-markdown" data-lang="markdown"><span class="line"><span class="cl">{{% speaker_note %}}
</span></span><span class="line"><span class="cl">
</span></span><span class="line"><span class="cl"><span class="k">-</span> Only the speaker can read these notes
</span></span><span class="line"><span class="cl"><span class="k">-</span> Press <span class="sb">`S`</span> key to view
</span></span><span class="line"><span class="cl"> {{% /speaker_note %}}
</span></span></code></pre></div><p>Press the <code>S</code> key to view the speaker notes!</p>
<aside class="notes">
<ul>
<li>Only the speaker can read these notes</li>
<li>Press <code>S</code> key to view</li>
</ul>
</aside>
<hr>
<h2 id="themes">Themes</h2>
<ul>
<li>black: Black background, white text, blue links (default)</li>
<li>white: White background, black text, blue links</li>
<li>league: Gray background, white text, blue links</li>
<li>beige: Beige background, dark text, brown links</li>
<li>sky: Blue background, thin dark text, blue links</li>
</ul>
<hr>
<ul>
<li>night: Black background, thick white text, orange links</li>
<li>serif: Cappuccino background, gray text, brown links</li>
<li>simple: White background, black text, blue links</li>
<li>solarized: Cream-colored background, dark green text, blue links</li>
</ul>
<hr>
<section data-noprocess data-shortcode-slide
data-background-image="/media/boards.jpg"
>
<h2 id="custom-slide">Custom Slide</h2>
<p>Customize the slide style and background</p>
<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-markdown" data-lang="markdown"><span class="line"><span class="cl">{{<span class="p">&lt;</span> <span class="nt">slide</span> <span class="na">background-image</span><span class="o">=</span><span class="s">&#34;/media/boards.jpg&#34;</span> <span class="p">&gt;</span>}}
</span></span><span class="line"><span class="cl">{{<span class="p">&lt;</span> <span class="nt">slide</span> <span class="na">background-color</span><span class="o">=</span><span class="s">&#34;#0000FF&#34;</span> <span class="p">&gt;</span>}}
</span></span><span class="line"><span class="cl">{{<span class="p">&lt;</span> <span class="nt">slide</span> <span class="na">class</span><span class="o">=</span><span class="s">&#34;my-style&#34;</span> <span class="p">&gt;</span>}}
</span></span></code></pre></div><hr>
<h2 id="custom-css-example">Custom CSS Example</h2>
<p>Let&rsquo;s make headers navy colored.</p>
<p>Create <code>assets/css/reveal_custom.css</code> with:</p>
<div class="highlight"><pre tabindex="0" class="chroma"><code class="language-css" data-lang="css"><span class="line"><span class="cl"><span class="p">.</span><span class="nc">reveal</span> <span class="nt">section</span> <span class="nt">h1</span><span class="o">,</span>
</span></span><span class="line"><span class="cl"><span class="p">.</span><span class="nc">reveal</span> <span class="nt">section</span> <span class="nt">h2</span><span class="o">,</span>
</span></span><span class="line"><span class="cl"><span class="p">.</span><span class="nc">reveal</span> <span class="nt">section</span> <span class="nt">h3</span> <span class="p">{</span>
</span></span><span class="line"><span class="cl"> <span class="k">color</span><span class="p">:</span> <span class="kc">navy</span><span class="p">;</span>
</span></span><span class="line"><span class="cl"><span class="p">}</span>
</span></span></code></pre></div><hr>
<h1 id="questions">Questions?</h1>
<p><a href="https://discord.gg/z8wNYzb" target="_blank" rel="noopener">Ask</a></p>
<p><a href="https://docs.hugoblox.com/content/slides/" target="_blank" rel="noopener">Documentation</a></p>
</description>
</item>
<item>
<title>Teachings</title>
<link>https://changminjeon.com/teachings/</link>
<pubDate>Thu, 28 Jun 2018 00:00:00 +0100</pubDate>
<guid>https://changminjeon.com/teachings/</guid>
<description><h4 id="snu--lg-data-science-course-machine-learning">SNU &amp; LG Data Science Course: Machine Learning</h4>
<ul>
<li>Machine Learning Theory and Practice</li>
<li>Textbook : <a href="https://www.statlearning.com/" target="_blank" rel="noopener">An Introduction to Statistical Learning</a></li>
<li>Jan 2024, Jan 2023, Jan 2022, Jan 2021, Feb 2020</li>
</ul>
<br/>
<h4 id="snu--samsung-data-science-course-machine-learning">SNU &amp; Samsung Data Science Course: Machine Learning</h4>
<ul>
<li>Machine Learning Theory and Practice</li>
<li>Textbook : <a href="https://www.statlearning.com/" target="_blank" rel="noopener">An Introduction to Statistical Learning</a></li>
<li>Jul 2023, Mar 2023, Mar 2022, Aug 2021, Feb 2021, Aug 2020, Feb 2020</li>
</ul>
<br/>
<h4 id="snu--samsung-data-science-course-machine-learning-projects">SNU &amp; Samsung Data Science Course: Machine Learning Projects</h4>
<ul>
<li>Machine Learning Projects with <a href="https://www.kaggle.com/" target="_blank" rel="noopener">Kaggle</a></li>
<li>Oct 2023, Jun 2023</li>
</ul>
<br/>
<h4 id="snu--sk-hynix-ml-engineer-course-time-series-data-analysis">SNU &amp; SK Hynix ML Engineer Course: Time Series Data Analysis</h4>
<ul>
<li>Time Series Data Analysis
<ul>
<li>Linear &amp; Non-Linear Time-Series Models</li>
<li>Hidden Markov Model</li>
<li>Filtering Methods</li>
<li>Deep Learning Models</li>
</ul>
</li>
<li>Nov 2022, Aug 2022</li>
</ul>
<br/>
<h4 id="snu-big-data--fintech-expert-training-course-fintech-industry-application">SNU Big Data &amp; Fintech Expert Training Course: Fintech Industry Application</h4>
<ul>
<li>Mobile Deep Learning &amp; Machine Learning Application Development</li>
<li>2021 Apr</li>
</ul>
<br/>
<h4 id="snu--computer-programming-m1522000600-001">SNU : Computer Programming (M1522.000600, 001)</h4>
<ul>
<li>Object Oriented Programming in Java &amp; C++</li>
<li>Fall 2020</li>
</ul>
<br/>
<h4 id="snu--mobile-and-ubiquitous-computing-m1522003300-001">SNU : Mobile and Ubiquitous Computing (M1522.003300, 001)</h4>
<ul>
<li>Mobile Computing
<ul>
<li>Activity recognition</li>
<li>Indoor and outdoor localization</li>
<li>Health care</li>
<li>Mobile power optimization</li>
<li>Mobile cloud and edge systems</li>
</ul>
</li>
<li>Spring 2020</li>
</ul>
</description>
</item>
</channel>
</rss>