resources.html

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title: Resources
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<h3><center>여러가지 리소스 모음</center></h3>
<hr>

<h3 id="paragraph"> Blogs</h3>

<ul>
  <li><a target="_blank" href="https://yoshuabengio.org/">Yoshua Bengio</a></li>
</ul>

<hr>

<h3 id="paragraph"> Reinforcement Learning</h3>

<ul>
  <li><a target="_blank" href="https://www.theschool.ai/">school of ai</a> (initiated by Siraj Raval)</li>
  <li><a target="_blank" href="http://www0.cs.ucl.ac.uk/staff/d.silver/web/Teaching.html">UCL Course on RL</a> (by David Silver)</li>
  <li><a target="_blank" href="http://incompleteideas.net/book/the-book-2nd.html">Reinforcement Learning: An Introduction</a> (by R. Sutton and G Barto)</li>
</ul>

<hr>

<h3 id="paragraph"> Visualization Tools</h3>

<ul>
  <li><a target="_blank" href="https://www.desmos.com/">Desmos graphing calculator</a> 
       / <a target="_blank" href="https://desmos.s3.amazonaws.com/Desmos_User_Guide.pdf">user guide</a></li>
  <li><a target="_blank" href="http://students.brown.edu/seeing-theory/#firstPage">Seeing Theory</a></li>
  <li><a target="_blank" href="https://ezyang.github.io/convolution-visualizer/index.html">Convolution Visualizer</a> (by Edward Z. Yang)</li>
  <li><a target="_blank" href="http://vision.stanford.edu/teaching/cs231n-demos/knn/">K-Nearest Neighbors Demo</a></li>
</ul>

<hr>


<h3 id="paragraph"> Deep Learning</h3>

<ul>
  <li><a target="_blank" href="https://hadrienj.github.io/posts/Deep-Learning-Book-Series-Introduction/">Deep Learning Book Series · Introduction</a> (by hadrienj)</li>
</ul>

<hr>

<h3 id="paragraph"> Python</h3>

<ul>  
  <li> <a target="_blank" href="https://www.python.org/doc/essays/foreword/">Foreword for "Programming Python" (1st ed.)</a></li>
  <li> <a target="_blank" href="https://www.python.org/dev/peps/pep-0008/">PEP 8 -- Style Guide for Python Code</a></li>  
  <li> <a target="_blank" href="https://datascientistnotebook.com/2017/04/01/numpy-in-50-cells-of-notebook/">NumPy in 50 Cells of Notebook</a> (by Numan Yilmaz)</li>
</ul>

  <hr>

<h3 id="paragraph"> Jupyter Notebook</h3>

<ul>  
  <li> <a target="_blank" href="https://youtu.be/HW29067qVWk">Jupyter Notebook Tutorial: Introduction, Setup, and Walkthrough</a></li>
</ul>

<hr>

<h3 id="paragraph"> Html</h3>

<ul>  
  <li> <a target="_blank" href="https://www.w3schools.com/">w3schools</a></li>
</ul>

<hr>

<h3 id="paragraph"> Git</h3>

<ul>  
  <li> <a target="_blank" href="https://www.udacity.com/course/how-to-use-git-and-github--ud775">How to Use Git and GitHub</a> (Udacity)</li>
  <li> <a target="_blank" href="https://youtu.be/AKNYgP0yEOY">Git Version Control in VS Code</a></li>
</ul>

<hr>

<h3 id="paragraph"> Note-taking</h3>

<ul>  
  <li> <a target="_blank" href="https://tim.blog/2007/12/05/how-to-take-notes-like-an-alpha-geek-plus-my-2600-date-challenge/">How to Take Notes Like an Alpha-Geek</a></li>
</ul>

<hr>


<h3 id="paragraph"> iTerm2 및 에디터 셋업</h3>

<ul>
  <li>iTerm2 인스톨: <a href="https://www.iterm2.com/">iTerm2</a></li>
  <li>fish 인스톨: </li>
  <li>fish 셋업: </li>
</ul>

<hr>



<h3 id="paragraph">(기계학습을 위한) 맥북 셋업</h3>

<ul>
  <li>Homebrew 인스톨: <pre style='clear:both;text-align:center;margin-bottom:0.9em'><code id='selectable' onclick="selectText(this)">/usr/bin/ruby -e &quot;$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install)&quot;</code></pre></li>
  <li>Python 3 인스톨: <code>brew install python3</code></li>
  <li>Jupyter 인스톨: <code>pip3 install jupyter -U</code></li>
</ul>