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    <p>The goal of this site is to provide a set of materials in support of my <a href="book.php">Python for Informatics: Exploring Information</a> book to allow you to learn Python on your own. This page serves as an outline of the materials to support the textbook.
    </p>
    <p><b>New:</b> The book is being converted into Python 3 and here is how you could <a href="book/index.htm">help us with the conversion</a>.
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    <p>You can download the exercises, audio, and video lectures to your local computer so you can play them locally. This can be done with either a Right-Click or a Control-Click in most browsers.
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  <li>
    <a href="#">Getting Started</a>
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      <li>
        <a href="#">Welcome Lecture</a>
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          <li>
               <p>(<a href="https://www.youtube.com/watch?v=UQVK-dsU7-Y&index=2&list=PLlRFEj9H3Oj4JXIwMwN1_ss1Tk8wZShEJ" target="_blank">YouTube</a>, <a href="https://itunes.apple.com/us/podcast/python-for-informaticss-official/id711095516?mt=2" target="_blank">Audio podcast for all lectures</a>)
                    </p>

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      <li>
        <a href="#">Get The Book</a>
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          <li>
              <p>Get your copy of the <a href="book.php">Python for Informatics: Exploring Information</a>.</p>
          </li>
        </ul>
      </li>
      <li>
        <a href="#">Install Python</a>
        <ul class="menu vertical nested">
          <li>
               <p>Install the appropriate version of Python and a text editor for your system following <a href=install.php>these instructions</a>.</p>
          </li>
        </ul>
      </li>
      <li>
        <a href="#">Get The Sample Code</a>
        <ul class="menu vertical nested">
          <li>
              <p>Download <a href="code.zip" target="_blank">Sample code from the book</a>.</p>
          </li>
        </ul>
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      <li>
        <a href="#">Auto-grader</a>
        <ul class="menu vertical nested">
          <li>
               <p>Play with the <a href="pythonauto/index.php">Auto-grader</a> and write a "hello world" program.</p>
          </li>
        </ul>
      </li>
      <li>
        <a href="#">Course Slides</a>
        <ul class="menu vertical nested">
          <li>
               <p>Take a look at the <a href="slides.php">course slides</a> that have been 
translated into 30 languages and are available in Google Drive.
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        </ul>
      </li>
    </ul>
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  <li>
    <a href="#">Take The Course</a>
    <ul class="menu vertical nested">
      <li><a href="#">Chapter 1:  Why program?</a>
        <ul class="menu vertical nested">
          <li>
            <?php media('Py4Inf-01-Intro'); ?>
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         </ul>
      </li>
      <li><a href="#">Chapter 2: Variables, Expressions, and Statements</a>
        <ul class="menu vertical nested">
          <li>
            <?php media('Py4Inf-02-Expressions'); ?>
            <p>
               Worked Exercise Screencasts:
               <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-02-02.mp4" target="_blank">2.2</a>,
               <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-02-03.mp4" target="_blank">2.3</a>
            </p>
          </li>
         </ul>
      </li>
      <li><a href="#">Chapter 3: Conditional Execution</a>
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              <?php media('Py4Inf-03-Conditional'); ?>
              <p>
                 Worked Exercise Screencasts:
                 <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-03-01.mp4" target="_blank">3.1</a>,
                 <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-03-02.mp4" target="_blank">3.2</a>
              </p>
          </li>
         </ul>
      </li>
      <li><a href="#">Chapter 4: Functions</a>
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            <?php media('Py4Inf-04-Functions'); ?>
            <p>
              Worked Exercise Screencasts:
              <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-04-06.mp4" target="_blank">4.6</a>
            </p>
          </li>
         </ul>
      </li>
      <li><a href="#">Chapter 5: Loops & Iterations</a>
        <ul class="menu vertical nested">
          <li>
             <?php media('Py4Inf-05-Iterations'); ?>
             <p>
                Worked Exercise Screencasts:
                <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-05-01.mp4" target="_blank">5.1</a>
              </p>
          </li>
         </ul>
      </li>
      <li><a href="#">Chapter 6: Strings</a>
        <ul class="menu vertical nested">
          <li>
             <?php media('Py4Inf-06-Strings'); ?>
             <p>
                 Worked Exercise Screencasts:
                <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-06-07.mp4" target="_blank">6.7</a>
             </p>
          </li>
         </ul>
      </li>
      <li><a href="#">Chapter 7: Files</a>
        <ul class="menu vertical nested">
          <li>
            <?php media('Py4Inf-07-Files'); ?>
            <p>
               Worked Exercise Screencasts: <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-07-01.mp4" target="_blank">7.1</a>
             </p>
          </li>
         </ul>
      </li>
      <li><a href="#">Chapter 8: Lists</a>
        <ul class="menu vertical nested">
          <li>
          <?php media('Py4Inf-08-Lists'); ?>)
          <p>
             Worked Exercise Screencasts: <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-08.mp4" target="_blank">Finding and Fixing Errors - Lists of Words</a>
           </p>
          </li>
        </ul>
      </li>
      <li><a href="#">Chapter 9: Dictionaries</a>
        <ul class="menu vertical nested">
          <li>
            <?php media('Py4Inf-09-Dictionaries'); ?>
        <p>Worked Exercise Screencasts: <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-09.mp4" target="_blank">Most Common Word</a>
         </p>
          </li>
         </ul>
      </li>
      <li><a href="#">Chapter 10: Tuples</a>
        <ul class="menu vertical nested">
          <li>
            <?php media('Py4Inf-10-Tuples'); ?>
            <p>Worked Exercise Screencasts: <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-10.mp4" target="_blank">Top-5 Words</a>
            </p>
          </li>
         </ul>
      </li>
      <li><a href="#">Chapter 11: Regular Expressions</a>
        <ul class="menu vertical nested">
          <li>
             <p>
               <?php media('Py4Inf-11-Regex'); ?>,
               <br><a href="<?= $CFG->cdnroot ?>/lectures/Py4Inf-11-Regex-Guide.pdf" target="_new">Regex-Guide</a>
             </p>
          </li>
         </ul>
      </li>
      <li><a href="#">Internet History, Technology, and Security</a>
        <ul class="menu vertical nested">
          <li>
            <p>When I teach from this book I spend two weeks on <a href="https://www.coursera.org/course/insidetheinternet" target="_blank">Internet History, Technology, and Security</a> between Chapters 11 and 12. Talking about history and technology allows the students to take a mental break from programming and lays the ground work for the second half of the book.
           </p>
          </li>
         </ul>
      </li>
      <li><a href="#">Chapter 12: Network Programming (HTTP)</a>
        <ul class="menu vertical nested">
          <li>
            <p>Get the <a href="<?= $CFG->cdnroot ?>/lectures/Py4Inf-12-HTTP.ppt" target="_blank">Slides</a>,
            <br>Watch on <a href="https://www.youtube.com/watch?v=Zr8BQiPNaFI&index=30&list=PLlRFEj9H3Oj4JXIwMwN1_ss1Tk8wZShEJ" target="_blank">YouTube</a>,
            <br>Watch or Download the <a href="<?php $afs ?>/books/py4inf/media/Py4Inf-12-HTTP.mov" target="_blank">Video</a>,
            </p>
            <p>
              Listen or Download the Lecture Audio
              <a href="<?= $afs ?>/books/py4inf/media/Py4Inf-12-Net-Prog-A.mp3" target="_blank">Part 1</a> and <a href="<?= $afs ?>/books/py4inf/media/Py4Inf-12-Net-Prog-B.mp3" target="_blank">Part 2</a>)
             </p>
             <p>Worked Exercise Screencasts:
              <a href="<?= $afs ?>/books/py4inf/media/Py4Inf-ex-12-04.mp4" target="_blank">12.4 HTML Scraping with BeautifulSoup </a>
              </p>
          </li>
         </ul>
      </li>
      <li><a href="#">Chapter 13: Using Web Services</a>
        <ul class="menu vertical nested">
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             <p>Get the <a href="<?= $CFG->cdnroot ?>/lectures/Py4Inf-13-WebServices.ppt" target="_blank">Slides</a>,
             <br>Watch on <a href="https://www.youtube.com/watch?v=6cwi1NcL0Zc&index=31&list=PLlRFEj9H3Oj4JXIwMwN1_ss1Tk8wZShEJ" target="_blank">YouTube</a>,
             <br>Watch or Download the Videos <a href="<?= $afs ?>/books/py4inf/media/Py4Inf-13-Webservices-01.mp4" target="_blank">Part 1</a>, <a href="<?= $afs ?>/books/py4inf/media/Py4Inf-13-Webservices-02.mp4" target="_blank">Part 2</a>, and <a href="<?= $afs ?>/books/py4inf/media/Py4Inf-13-Webservices-03.mp4" target="_blank">Part 3</a>
            </p>
          </li>
         </ul>
      </li>
      <li><a href="#">Chapter 14: Databases</a>
        <ul class="menu vertical nested">
          <li>
             <p>
              Get the <a href="<?= $CFG->cdnroot ?>/lectures/Py4Inf-14-Database.ppt" target="_blank">Slides</a>,
              <br>Listen or Download the Lecture Audio <a href="<?= $afs ?>/books/py4inf/media/Py4Inf-14-Database-A.mp3" target="_blank">Part 1</a> and <a href="<?= $afs ?>/books/py4inf/media/Py4Inf-14-Database-B.mp3" target="_blank">Part 2</a>
             <br>SQLite3 Browser: <a href="http://sqlitebrowser.org/" target="_blank">http://sqlitebrowser.org/</a>
            </p>
          </li>
         </ul>
      </li>
    </ul>
  </li>
  <li>
    <a href="#">Extras</a>
    <ul class="menu vertical nested">
      <li><a href="#">Archives</a>
        <ul class="menu vertical nested">
          <li>
             <p>
              Here is an archive of the <a href="https://archive.org/details/201509UMSI502Podcasts_201601" target="_blank">live lecture recordings</a> from SI502 at the UM School of Information Fall 2015.
             </p>
             <p>
              Here are <a href="videos/" target="_blank">archive copies</a> of the various audio, video, PowerPoints, PDFs and closed caption files if you want to reuse these materials in your own courses. All this material (including audio and video) is Copyright Creative Commons Attribution 3.0 unless otherwise indicated.
             </p>
          </li>
         </ul>
      </li>
      <li><a href="#">Big Data Workshop</a>
        <ul class="menu vertical nested">
          <li>
            <p>
               Here are the materials for the <a href="workshop/materials.zip">Big Data Workshop</a>.
             </p>
          </li>
         </ul>
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    </ul>
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<?php
function media($name) {
    global $afs, $arch_podcast;
    echo('<span>Watch the video on <a href="youtube/'.$name.'.php" target="_blank">YouTube</a>, </span><br>');
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    // echo('<span>Watch or download the <a href="videos/'.$name.'.mp4" target="_blank">Video</a></span>');
    echo('<span>Watch or download the <a href="'.$afs.'/books/py4inf/media/'.$name.'.mp4" target="_blank">Video</a></span>');
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?>

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                <a href="#panel1d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel1d"><h4>Welcome Lecture</h4></a>
                <div id="panel1d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel1d-heading">
                    <p><a href="https://www.youtube.com/watch?v=UQVK-dsU7-Y&index=2&list=PLlRFEj9H3Oj4JXIwMwN1_ss1Tk8wZShEJ" target="_blank">YouTube</a>,
                     <br><a href="https://itunes.apple.com/us/podcast/python-for-informaticss-official/id711095516?mt=2" target="_blank">Audio podcast for all lectures</a>
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                   <p>Get your copy of the <a href="book.php">Python for Informatics: Exploring Information</a>.</p>
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  <li class="accordion-item">
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      <h4>Install Python</h4></a>
    <div id="panel3d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel3d-heading">
      <p>Install the appropriate version of Python and a text editor for your system following <a href=install.php>these instructions</a>.</p>
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    <a href="#panel4d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel4d">
      <h4>Get The Sample Code</h4></a>
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      <p>Download <a href="code.zip" target="_blank">Sample code from the book</a>.</p>
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    <a href="#panel5d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel5d">
      <h4>Auto-grader</h4></a>
    <div id="panel5d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel5d-heading">
      <p>Play with the <a href="pythonauto/index.php">Auto-grader</a> and write a "hello world" program.</p>
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    <a href="#panel6d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel6d">
      <h4>Course Slides</h4></a>
    <div id="panel6d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel6d-heading">
      <p>The <a href="https://drive.google.com/folderview?id=0B7X1ycQalUnyWXg2MVhTbEZFT28&usp=sharing" target="_blank">course slides</a> have been converted to Google drive and are being translated into 30 languages.
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  <li class="accordion-item">
    <a href="#panel7d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel7d">
      <h4>Chapter 1: Why program?</h4></a>
    <div id="panel7d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel7d-heading">
      <?php media('Py4Inf-01-Intro'); ?>
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  <li class="accordion-item">
    <a href="#panel8d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel8d">
      <h4>Chapter 2: Variables, Expressions, and Statements</h4></a>
    <div id="panel8d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel8d-heading">
         <?php media('Py4Inf-02-Expressions'); ?>
        <p>
        Worked Exercise Screencasts:
        <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-02-02.mp4" target="_blank">2.2</a>,
        <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-02-03.mp4" target="_blank">2.3</a>
        </p>
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    <a href="#panel9d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel9d">
      <h4>Chapter 3: Conditional Execution</h4></a>
    <div id="panel9d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel9d-heading">
      <?php media('Py4Inf-03-Conditional'); ?>
         <p>
           Worked Exercise Screencasts:
           <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-03-01.mp4" target="_blank">3.1</a>,
           <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-03-02.mp4" target="_blank">3.2</a>
         </p>
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    <a href="#panel10d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel10d">
      <h4>Chapter 4: Functions</h4></a>
    <div id="panel10d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel10d-heading">
      <?php media('Py4Inf-04-Functions'); ?>

        <p>Worked Exercise Screencasts:
        <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-04-06.mp4" target="_blank">4.6</a>
        </p>
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    <a href="#panel11d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel11d">
      <h4>Chapter 5: Loops & Iterations</h4></a>
    <div id="panel11d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel11d-heading">
      <?php media('Py4Inf-05-Iterations'); ?>
         <p>Worked Exercise Screencasts:
         <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-05-01.mp4" target="_blank">5.1</a>
         </p>
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    <a href="#panel12d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel12d">
      <h4>Chapter 6: Strings</h4></a>
    <div id="panel12d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel12d-heading">
      <?php media('Py4Inf-06-Strings'); ?>
        <p>
        Worked Exercise Screencasts:
        <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-06-07.mp4" target="_blank">6.7</a>
        </p>
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  </li>
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    <a href="#panel13d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel13d">
      <h4>Chapter 7: Files</h4></a>
    <div id="panel13d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel13d-heading">
      <?php media('Py4Inf-07-Files'); ?>
       <p>Worked Exercise Screencasts: <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-07-01.mp4" target="_blank">7.1</a>
        </p>
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    <a href="#panel14d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel14d">
      <h4>Chapter 8: Lists</h4></a>
    <div id="panel14d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel14d-heading">
      <?php media('Py4Inf-08-Lists'); ?>
        <p>Worked Exercise Screencasts: <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-08.mp4" target="_blank">Finding and Fixing Errors - Lists of Words</a>
        </p>
    </div>
  </li>
  <li class="accordion-item">
    <a href="#panel15d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel15d">
      <h4>Chapter 9: Dictionaries</h4></a>
    <div id="panel15d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel15d-heading">
      <?php media('Py4Inf-09-Dictionaries'); ?>
      <p>Worked Exercise Screencasts: <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-09.mp4" target="_blank">Most Common Word</a>
         </p>
    </div>
  </li>
  <li class="accordion-item">
    <a href="#panel16d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel16d">
      <h4>Chapter 10: Tuples</h4></a>
    <div id="panel16d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel16d-heading">
      <?php media('Py4Inf-10-Tuples'); ?>
       <p>Worked Exercise Screencasts: <a href="<?= $afs ?>/books/py4inf/exercises/Py4Inf-ex-10.mp4" target="_blank">Top-5 Words</a>
       </p>
    </div>
  </li>
  <li class="accordion-item">
    <a href="#panel17d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel17d">
      <h4>Chapter 11: Regular Expressions</h4></a>
    <div id="panel17d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel17d-heading">
      <?php media('Py4Inf-11-Regex'); ?>,
      <br><a href="<?= $CFG->cdnroot ?>/lectures/Py4Inf-11-Regex-Guide.pdf" target="_new">Regex-Guide</a>
        </p>
    </div>
  </li>
  <li class="accordion-item">
    <a href="#panel18d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel18d">
      <h4>Internet History, Technology, and Security</h4></a>
    <div id="panel18d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel18d-heading">
      <p>When I teach from this book I spend two weeks on <a href="https://www.coursera.org/course/insidetheinternet" target="_blank">Internet History, Technology, and Security</a> between Chapters 11 and 12. Talking about history and technology allows the students to take a mental break from programming and lays the ground work for the second half of the book.
        </p>
    </div>
  </li>
  <li class="accordion-item">
    <a href="#panel19d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel19d">
      <h4>Chapter 12: Network Programming (HTTP)</h4></a>
    <div id="panel19d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel19d-heading">
      <p>Get the <a href="<?= $CFG->cdnroot ?>/lectures/Py4Inf-12-HTTP.ppt" target="_blank">Slides</a>,
      <br>Watch on <a href="https://www.youtube.com/watch?v=Zr8BQiPNaFI&index=30&list=PLlRFEj9H3Oj4JXIwMwN1_ss1Tk8wZShEJ" target="_blank">YouTube</a>,
      <br>Watch or Download the <a href="<?php $afs ?>/books/py4inf/media/Py4Inf-12-HTTP.mov" target="_blank">Video</a>,
      </p>
      <p>
        Listen or Download the Lecture Audio
        <a href="<?= $afs ?>/books/py4inf/media/Py4Inf-12-Net-Prog-A.mp3" target="_blank">Part 1</a> and <a href="<?= $afs ?>/books/py4inf/media/Py4Inf-12-Net-Prog-B.mp3" target="_blank">Part 2</a>)
      </p>
      <p>Worked Exercise Screencasts:
        <a href="<?= $afs ?>/books/py4inf/media/Py4Inf-ex-12-04.mp4" target="_blank">12.4 HTML Scraping with BeautifulSoup </a>
      </p>
    </div>
  </li>
  <li class="accordion-item">
    <a href="#panel20d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel20d">
      <h4>Chapter 13: Using Web Services</h4></a>
    <div id="panel20d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel20d-heading">
      <p>Get the <a href="<?= $CFG->cdnroot ?>/lectures/Py4Inf-13-WebServices.ppt" target="_blank">Slides</a>,
       <br>Watch on <a href="https://www.youtube.com/watch?v=6cwi1NcL0Zc&index=31&list=PLlRFEj9H3Oj4JXIwMwN1_ss1Tk8wZShEJ" target="_blank">YouTube</a>,
       <br>Watch or Download the Videos <a href="<?= $afs ?>/books/py4inf/media/Py4Inf-13-Webservices-01.mp4" target="_blank">Part 1</a>, <a href="<?= $afs ?>/books/py4inf/media/Py4Inf-13-Webservices-02.mp4" target="_blank">Part 2</a>, and <a href="<?= $afs ?>/books/py4inf/media/Py4Inf-13-Webservices-03.mp4" target="_blank">Part 3</a>
        </p>
    </div>
  </li>
  <li class="accordion-item">
    <a href="#panel21d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel21d">
      <h4>Chapter 14: Databases</h4></a>
    <div id="panel21d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel21d-heading">
       <p>Get the <a href="<?= $CFG->cdnroot ?>/lectures/Py4Inf-14-Database.ppt" target="_blank">Slides</a>,
          <br>Listen or Download the Lecture Audio <a href="<?= $afs ?>/books/py4inf/media/Py4Inf-14-Database-A.mp3" target="_blank">Part 1</a> and <a href="<?= $afs ?>/books/py4inf/media/Py4Inf-14-Database-B.mp3" target="_blank">Part 2</a>
         <br>SQLite3 Browser: <a href="http://sqlitebrowser.org/" target="_blank">http://sqlitebrowser.org/</a>
      </p>
    </div>
  </li>
  <li class="accordion-item">
    <a href="#panel22d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel22d">
      <h4>Archive</h4></a>
    <div id="panel22d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel22d-heading">
      <p>
          Here is an archive of the <a href="https://archive.org/details/201509UMSI502Podcasts_201601" target="_blank">live lecture recordings</a> from SI502 at the UM School of Information Fall 2015.
        </p>
        <p>
         Here are <a href="videos/" target="_blank">archive copies</a> of the various audio, video, PowerPoints, PDFs and closed caption files if you want to reuse these materials in your own courses. All this material (including audio and video) is Copyright Creative Commons Attribution 3.0 unless otherwise indicated.
        </p>
    </div>
  </li>
  <li class="accordion-item">
    <a href="#panel23d" role="tab" class="accordion-title" id="panel1d-heading" aria-controls="panel23d">
      <h4>Big Data Workshop</h4></a>
    <div id="panel23d" class="accordion-content" role="tabpanel" data-tab-content aria-labelledby="panel23d-heading">
       <p>
         Here are the materials for the <a href="workshop/materials.zip">Big Data Workshop</a>.
       </p>
    </div>
  </li>
        </ul>
    </div>
</div>


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