Regular Expressions 101

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An explanation of your regex will be automatically generated as you type.
Detailed match information will be displayed here automatically.
  • All Tokens
  • Common Tokens
  • General Tokens
  • Anchors
  • Meta Sequences
  • Quantifiers
  • Group Constructs
  • Character Classes
  • Flags/Modifiers
  • Substitution
  • A single character of: a, b or c
    [abc]
  • A character except: a, b or c
    [^abc]
  • A character in the range: a-z
    [a-z]
  • A character not in the range: a-z
    [^a-z]
  • A character in the range: a-z or A-Z
    [a-zA-Z]
  • Any single character
    .
  • Alternate - match either a or b
    a|b
  • Any whitespace character
    \s
  • Any non-whitespace character
    \S
  • Any digit
    \d
  • Any non-digit
    \D
  • Any word character
    \w
  • Any non-word character
    \W
  • Non-capturing group
    (?:...)
  • Capturing group
    (...)
  • Zero or one of a
    a?
  • Zero or more of a
    a*
  • One or more of a
    a+
  • Exactly 3 of a
    a{3}
  • 3 or more of a
    a{3,}
  • Between 3 and 6 of a
    a{3,6}
  • Start of string
    ^
  • End of string
    $
  • A word boundary
    \b
  • Non-word boundary
    \B

Regular Expression
No Match

/
/
g

Test String

Code Generator

Language

Generated Code

// include the latest version of the regex crate in your Cargo.toml extern crate regex; use regex::Regex; fn main() { let regex = Regex::new(r#"<a class="download_link" href="(.*?)""#).unwrap(); let string = " <html> <head> <meta http-equiv=\"Content-Type\" content=\"text/html; charset=UTF-8\"> <title>Data Mining with Weka MOOC - Material</title> <meta Http-Equiv=\"Cache-Control\" Content=\"no-cache\"> <meta Http-Equiv=\"Pragma\" Content=\"no-cache\"> <meta Http-Equiv=\"Expires\" Content=\"0\"> <link href=\"../common/main.css\" rel=\"stylesheet\" type=\"text/css\"> <link href=\"../common/uow.css\" rel=\"stylesheet\" type=\"text/css\"> <script type=\"text/javascript\" src=\"../common/jquery-1.7.2.min.js\"></script> </head> <body> <script> (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){ (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o), m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m) })(window,document,'script','//www.google-analytics.com/analytics.js','ga'); ga('create', 'UA-39393483-4', 'waikato.ac.nz'); ga('send', 'pageview'); </script><div id=\"gcb-header\" role=\"banner\"><div class=\"gcb-aux\"> <p class=\"gcb-course-image\"><a href=\"http://www.waikato.ac.nz/\"><img src=\"../common/coa_red.gif\" alt=\"University of Waikato\" border=\"0\"></a></p> <p class=\"gcb-title-header\"> Data Mining with Weka MOOC - Material </p> </div></div> <div class=\"gcb-nav gcb-complex\" id=\"gcb-nav-x\"><div class=\"gcb-aux\"><ul> <li class=\"active\">Data Mining with Weka</li> <li><a href=\"../moredataminingwithweka/\">More Data Mining with Weka</a></li> </ul></div></div> <div class=\"is-wrapper\"><div class=\"gcb-aux\"> <div class=\"gcb-col-11\"> <p class=\"gcb-product-headers\">All the material is licensed under <a href=\"https://creativecommons.org/licenses/by/3.0/\" target=\"_blank\">Creative Commons Attribution 3.0 Unported</a> (CC-BY 3.0) and you are free to use them under that license.</p> <p>Please note, the activities are only available when the course is running, as they are hosted in Google's AppEngine, incurring extra costs.</p> </div> <div class=\"gcb-col-11 gcb-aside\"> <h2>Slides</h2> <table class=\"material_table\"> <tr> <td colspan=\"2\">Class</td> <td>GDrive</td> <td>Alternative</td> </tr> <tr> <td> </td> <td>Trailer</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xY2RlZGtpNVRjaUk\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/slides/Trailer-DataMiningWithWeka-2013.pdf\" target=\"_blank\">en</a></td> </tr> <tr> <td>1</td> <td>Getting started with Weka</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xWVpPWWRFdW1nS1E\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/slides/Class1-DataMiningWithWeka-2013.pdf\" target=\"_blank\">en</a></td> </tr> <tr> <td>2</td> <td>Evaluation</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xdXpOUmgyaDdDR0U\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/slides/Class2-DataMiningWithWeka-2013.pdf\" target=\"_blank\">en</a></td> </tr> <tr> <td>3</td> <td>Simple classifiers</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xeTVoSE1MVnZPME0\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/slides/Class3-DataMiningWithWeka-2013.pdf\" target=\"_blank\">en</a></td> </tr> <tr> <td>4</td> <td>More classifiers</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xM3Bqc2cwLVg0T1U\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/slides/Class4-DataMiningWithWeka-2013.pdf\" target=\"_blank\">en</a></td> </tr> <tr> <td>5</td> <td>Putting it all together</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xUjhLaURQbWsxbjg\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/slides/Class5-DataMiningWithWeka-2013.pdf\" target=\"_blank\">en</a></td> </tr> </table> </div> <div class=\"gcb-col-11 gcb-aside\"> <h2>Videos</h2> <table class=\"material_table\"> <tr> <td colspan=\"2\">Class</td> <td colspan=\"2\">Lesson</td> <td><a href=\"http://www.youtube.com/user/WekaMOOC/videos\" target=\"_blank\">YouTube</a></td> <td><a href=\"http://i.youku.com/u/UMTI4NTE5OTA0NA==/videos\" target=\"_blank\">Youku</a></td> <td>GDrive</td> </tr> <tr> <td> </td> <td>Trailer</td> <td> </td> <td></td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=LcHw2ph6bss\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjAyMzAyNTYw.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjAyMzAzMTk2.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xajNOYm1PbURnZDg\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xaF9PaV9MR000bUE\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xNjZZOU9PM1BTZVE\" target=\"_blank\">zh</a> </td> </tr> <tr> <td>1</td> <td>Getting started with Weka</td> <td>1</td> <td>Introduction</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=Exe4Dc8FmiM\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA1NjcyNDg0.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA1Njc1Njky.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xaW9Ra2k3aEE5VDA\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xZUVFZ0cwaWRwZmM\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xWW5BT2RPREpkeFE\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>2</td> <td>Exploring the Explorer</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=nHm8otvMVTs\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA1NjgxOTAw.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA1Njc5MTEy.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xc24ydUdWSE1qTFk\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xZGk3dXUzTGctaE0\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xa1dvRHBKbGVoWE0\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>3</td> <td>Exploring datasets</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=BO6XJSaFYzk\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA1NzA2NTky.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA1NzA2NTEy.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xY2dsdmI2aWhRVkE\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xYWZqd1ZOeGIwS0U\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xNjZET2l0UEVLd2M\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>4</td> <td>Building a classifier</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=da-6IBnqzsg\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA2Nzk4OTcy.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA2Nzk4NTQw.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xVm1wT0lXWXJibVU\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xQkhqWG5WVFo1cmc\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xMk5kd2V2c25qZkE\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>5</td> <td>Using a filter</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=XySEe4uNsCY\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA2Nzk5NDA4.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA2Nzk5NjM2.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xU2ZmendySTRSdE0\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xQVpVRkhlMmI2MFE\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xNDBHRnNUZEFuT0k\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>6</td> <td>Visualizing your data</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=U-1sTxmHE5U\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA2Nzk5NzI4.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA2Nzk5ODk2.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xNkdmY1ozWnFGYlU\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xNzZnSHRMSEdOcVE\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xN3lURGRTUXNXaUk\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>Q</td> <td>Questions answered</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=owWhcmI5hx0\" target=\"_blank\">en</a></td> <td></td> <td></td> </tr> <tr> <td>2</td> <td>Evaluation</td> <td>1</td> <td>Be a classifier!</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=bUsPNNr6pvg\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA4NDgwNzEy.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA5NTcyOTY0.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xRDR3QjUxbnR3RUE\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xNHpOVmVFaVRvRVU\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xWDJxcjFTNmlSSTA\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>2</td> <td>Training and testing</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=FMiCOx95lAc\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA4NDgwNDY0.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA5NTc1OTY0.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xQlNuTUhzQUsyYzQ\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xamhFcU5oRTV2YkE\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xN3JUQUZoVGtiVEk\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>3</td> <td>Repeated training and testing</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=7lFie7V__Gs\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA4NDgwMjQ4.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA5NTcyODcy.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xN1g2YkhZUlRnYTQ\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xVFdmN25VMHNyRVE\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xdkRmcWNBVGtfbDQ\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>4</td> <td>Baseline accuracy</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=MrQhW4FyNW4\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA4NDc5OTg4.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA5NTcyNzAw.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xbUZQdERKYTNub1k\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xQmpaLWJBbTJpQ3M\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xclYxSGZhNUp2RnM\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>5</td> <td>Cross-validation</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=V0eL6MWxY-w\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA4NDc5NzEy.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA5NTcyMzg4.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xRWs2SUVFV3Vxb3c\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xdURFU0xkemwxQ3c\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xUTdibG5CSmJORms\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>6</td> <td>Cross-validation results</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=dGF475wS5eY\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA4NDc5Mzg0.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjA5NTcyNTky.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xUGtKY01KU2V4aFk\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xQm9USWVVS09PakE\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xVlZvZWNDRHMyWFk\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>Q</td> <td>Questions answered</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=1WAXaaKT6U0\" target=\"_blank\">en</a></td> <td></td> <td></td> </tr> <tr> <td>3</td> <td>Simple classifiers</td> <td>1</td> <td>Simplicity first</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=uXo0ZCvtc7g\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjExMTg3NTgw.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjEyMzgzMTI0.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xMUdwNTdoWGFrWGs\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xR1pycTRMOW4zV0k\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xbTJFXzVBd3BfLTA\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>2</td> <td>Overfitting</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=2QjFgfjjRwk\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjExMTg3NTg0.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjEyMzgzNDcy.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xX01FT3d6WjVBLUU\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xY0c4UVZ3MkQwV1k\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xTFF4eEhIQk9tMkU\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>3</td> <td>Using probabilities</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=0IRLIByhPhA\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjExMTg4NDgw.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjEyMzg0MjQ4.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xay1RVkVYS01OUkU\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xUzRYWmRXREdQTzg\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xS3B3UkY4QVMtckk\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>4</td> <td>Decision trees</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=l7R9NHqvI0Y\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjExMTg3ODMy.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjEyMzgzNDI4.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xZ09aTDdfZmlvX2s\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xYkdRdmQ2NmV1MmM\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xUS16UjBkTTJBNm8\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>5</td> <td>Pruning decision trees</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=ncR_6UsuggY\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjExMTg4MTI4.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjEyMzgzNTcy.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xOTl6XzJFa2N3UkE\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xc05Db0Z3SldpZ2s\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xVTBJelp4dmxFNVk\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>6</td> <td>Nearest neighbor</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=zjYUYJ2b4r8\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjExMTg3OTY0.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjEyMzgzNTM2.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xbjhJVEx6UXEzbTg\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xOEJhN1FVZkUtcVU\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xeUc2WXF4ZVBEd00\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>Q</td> <td>Questions answered</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=oMdyOQ20Boc\" target=\"_blank\">en</a></td> <td></td> <td></td> </tr> <tr> <td>4</td> <td>More classifiers</td> <td>1</td> <td>Classification boundaries</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=fMxfUKYkcVg\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE1MzU1NTQ0.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE1MzU2Nzc2.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xZWV5YTI0UVdCMEk\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xU01xel9aakdWLWc\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xVHdqNWdrMEhGS1U\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>2</td> <td>Linear regression</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=6tDnNyNZDF0\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE1MzU2OTQw.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE1MzU2OTU2.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xUzBEWjhIcEc1ZkU\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xSlVYb2N2NU5QWlU\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xNDBsRVZKXzBTdjA\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>3</td> <td>Classification by regression</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=YIxoyiN8lxo\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE1MzU4NTMy.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE1MzU4NTE2.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xZDMwUEliaVpZZ1k\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xcXVTM3JYZE9oNXM\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xWVJ4RDZ2MGhHbWs\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>4</td> <td>Logistic regression</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=ThmZU3dTIDo\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE1MzU4NDgw.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE1MzU4NTY0.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xM0lpWmlXOC0zdHc\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xR1llUW1UVDgzZzA\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xdzhhekhYUkdaNjA\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>5</td> <td>Support vector machines</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=WVkD-jURBDg\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE1MzU5Mjg4.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE1MzU5MTUy.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xZndNa3I0Tjl1OG8\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xRXVIZkEtZTNDb1E\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xRjROdlhRdHliSlE\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>6</td> <td>Ensemble learning</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=3GghLmJgbNY\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE1MzU5MzI4.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE1MzU5NDYw.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xVXN6UFdhM2RJQmM\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xcFhtUnl0NU91MGM\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xanNGMnN2cURsR3c\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>Q</td> <td>Questions answered</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=uzPzrkbdtoA\" target=\"_blank\">en</a></td> <td></td> <td></td> </tr> <tr> <td>5</td> <td>Putting it all together</td> <td>1</td> <td>The data mining process</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=1Hg2JD2DYsI\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE4MDQxODY0.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE4MDQ5NTky.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xYzA1U29OSHQ1cnc\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xeFZnemhwaDc4X3c\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xeXhWM0tlUTVOeUU\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>2</td> <td>Pitfalls and pratfalls</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=lfg6-RHVDmo\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE4MDQ0MzEy.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE4MDUxMjQ0.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xWUxVaXVaTENjUWM\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xVXJzUXYyeTFiQ2M\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xeVdHenNMaHRoQlk\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>3</td> <td>Data mining and ethics</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=dF9bEH9JTfw\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE4MDQyNTU2.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE4MDQ3OTE2.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xb0VDV0FSRmhGaGM\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xTHZuSFQ2cGstb2M\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xbkVhUWYzeXpTWjg\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>4</td> <td>Summary</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=OcgW_Z_5Vac\" target=\"_blank\">en</a></td> <td> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE4MDQzOTUy.html\" target=\"_blank\">en</a> <a class=\"watch_link\" href=\"http://v.youku.com/v_show/id_XNjE4MDQ4NjQ4.html\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xM1dCVGp5V2xwekE\" target=\"_blank\">(no-captions)</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xVWtrOGF3dF9FWDA\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xWDNqdFlnNjhGN1U\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>Q</td> <td>Questions answered</td> <td><a class=\"watch_link\" href=\"https://www.youtube.com/watch?v=pl2GXFxT15U\" target=\"_blank\">en</a></td> <td></td> <td></td> </tr> </table> </div> <div class=\"gcb-col-11 gcb-aside\"> <h2>Subtitles</h2> <table class=\"material_table\"> <tr> <td colspan=\"2\">Class</td> <td colspan=\"2\">Lesson</td> <td>GDrive</td> <td>Alternative</td> </tr> <tr> <td> </td> <td>Trailer</td> <td> </td> <td></td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xMXphRzZWUHFrOUE\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xbENvX0puM3l5RWM\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions-trailer-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions-trailer-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td>1</td> <td>Getting started with Weka</td> <td>1</td> <td>Introduction</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xazZLcHozQzRCQkE\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xc1FmZGJiQUtpcEE\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions1-1-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions1-1-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>2</td> <td>Exploring the Explorer</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xSmp6YzBVREtkLVU\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xSmp6YzBVREtkLVU\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions1-2-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions1-2-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>3</td> <td>Exploring datasets</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xQnhNY1o0QkFBVGs\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xQlFqdDNTTVljam8\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions1-3-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions1-3-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>4</td> <td>Building a classifier</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xSm5TaVBKa2RrT3c\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xZUJBTVJsOGtlaFk\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions1-4-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions1-4-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>5</td> <td>Using a filter</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xMFZFVnpHUzgwd1E\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xWEUwX09iUjB2QjA\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions1-5-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions1-5-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>6</td> <td>Visualizing your data</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xVnpTR1dQbGpCek0\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xM01TX0Q4SC1CNGc\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions1-6-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions1-6-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>Q</td> <td>Questions answered</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xSnlBX09DbERDY28\" target=\"_blank\">en</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions-class1-questions.srt\" target=\"_blank\">en</a> </td> </tr> <tr> <td>2</td> <td>Evaluation</td> <td>1</td> <td>Be a classifier!</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xRlhsbHFoOHA1NHM\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xTEhlUTlPNjhVREU\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions2-1-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions2-1-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>2</td> <td>Training and testing</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xaEZXMUlsYTRLdWM\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xa3lIZUpjZ0hTbk0\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions2-2-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions2-2-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>3</td> <td>Repeated training and testing</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xRThDcGt3ZHdRc1U\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xVXF0SlB6U2JaNVk\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions2-3-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions2-3-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>4</td> <td>Baseline accuracy</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xeXV2Q2tHR0o4Sjg\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xOXg3UV9VRkJnMVE\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions2-4-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions2-4-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>5</td> <td>Cross-validation</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xdlJQRzdORUFET1U\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xeWhVZTdYRGNUcEE\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions2-5-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions2-5-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>6</td> <td>Cross-validation results</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xVTY4NnB2WDhRU2M\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xUURzSTJqdjc3Y2s\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions2-6-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions2-6-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>Q</td> <td>Questions answered</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xUWRTRUdCcUtNenc\" target=\"_blank\">en</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions-class2-questions.srt\" target=\"_blank\">en</a> </td> </tr> <tr> <td>3</td> <td>Simple classifiers</td> <td>1</td> <td>Simplicity first</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xOTZEV1JKOVZRMzA\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xZlB5YV8wM1NXdGM\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions3-1-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions3-1-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>2</td> <td>Overfitting</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xWmMzMURaOGFGcnc\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xSml2Yk95cW9vckk\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions3-2-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions3-2-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>3</td> <td>Using probabilities</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xbDk4VHk1VkoxYXM\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xYk9KX1F3NVp6Mm8\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions3-3-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions3-3-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>4</td> <td>Decision trees</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xQmNsRXBUOHNZQkk\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xelk5RmRybnBrbmM\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions3-4-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions3-4-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>5</td> <td>Pruning decision trees</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xUWhXanE5T1NVVms\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xYzB1MjMwNXlzZk0\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions3-5-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions3-5-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>6</td> <td>Nearest neighbor</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xLW1haWVYVXZBdjA\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xR29GeDhXUWxRN28\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions3-6-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions3-6-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>Q</td> <td>Questions answered</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xSHh2bktqbENKeEU\" target=\"_blank\">en</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions-class3-questions.srt\" target=\"_blank\">en</a> </td> </tr> <tr> <td>4</td> <td>More classifiers</td> <td>1</td> <td>Classification boundaries</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xSDJfWHJiRnZFWGc\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xX1BKT3NMeG1DYjA\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions4-1-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions4-1-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>2</td> <td>Linear regression</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xbjJoa2ZNOGI0cFE\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xanQ1Tm5BTFRaN3M\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions4-2-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions4-2-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>3</td> <td>Classification by regression</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xQi1kck85ZTBaNGs\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xZTZJaExqVlE0TG8\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions4-3-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions4-3-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>4</td> <td>Logistic regression</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xLUF0ZlRueHJoaHc\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xT3p3RnhfRS1DVlU\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions4-4-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions4-4-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>5</td> <td>Support vector machines</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xaEFLdmRGUUF1bTA\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xOHpSbmFsX2luUTg\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions4-5-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions4-5-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>6</td> <td>Ensemble learning</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xM0hQZkpUTlRYLVU\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xVDgtRWNqWUxVT0k\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions4-6-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions4-6-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>Q</td> <td>Questions answered</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xaTYzc0o3QWttR0k\" target=\"_blank\">en</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions-class4-questions.srt\" target=\"_blank\">en</a> </td> </tr> <tr> <td>5</td> <td>Putting it all together</td> <td>1</td> <td>The data mining process</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xSVJVdmJFcmphZHM\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xVmJxNEpnVXZlTGM\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions5-1-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions5-1-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>2</td> <td>Pitfalls and pratfalls</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xWmFnczlaS0s1cjg\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xYm1fOHIxUXhFRnc\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions5-2-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions5-2-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>3</td> <td>Data mining and ethics</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xaFJ0WXpHeVhDX0U\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xdXIxR1d1Y2dMakk\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions5-3-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions5-3-zh.srt\" target=\"_blank\">zh</a> </td> </tr> <tr> <td></td> <td></td> <td>4</td> <td>Summary</td> <td> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xN1NvSGtLZXdqOUE\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xNXVtVV85YzB0QWM\" target=\"_blank\">zh</a> </td> <td> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions5-4-en.srt\" target=\"_blank\">en</a> <a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/subtitles/captions5-4-zh.srt\" target=\"_blank\">zh</a> </td> </tr> </table> </div> <div class=\"gcb-col-11 gcb-aside\"> <h2>Transcripts</h2> <table class=\"material_table\"> <tr> <td colspan=\"2\">Class</td> <td colspan=\"2\">Lesson</td> <td>GDrive</td> <td>Alternative</td> </tr> <tr> <td>1</td> <td>Getting started with Weka</td> <td>1</td> <td>Introduction</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xcW5rZlduUFNKbVE\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript1-1.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>2</td> <td>Exploring the Explorer</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xQU52bVFvbEpselU\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript1-2.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>3</td> <td>Exploring datasets</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xSXRXbXJuQkJhSEk\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript1-3.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>4</td> <td>Building a classifier</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xcDEyTmJ5WU4tVXc\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript1-4.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>5</td> <td>Using a filter</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xX0x6UHNIUlppMkE\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript1-5.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>6</td> <td>Visualizing your data</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xazhERWJhQThESzQ\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript1-6.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>Q</td> <td>Questions answered</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xd293QW9pbFJPZnM\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript-Class1-Questions.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td>2</td> <td>Evaluation</td> <td>1</td> <td>Be a classifier!</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xeEk5OEVGMmJLVlk\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript2-1.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>2</td> <td>Training and testing</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xZ2p3RW1hdTRaSkU\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript2-2.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>3</td> <td>Repeated training and testing</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xbHNhVDhEbTNTRnM\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript2-3.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>4</td> <td>Baseline accuracy</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xdDcyR1p1Q09vejQ\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript2-4.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>5</td> <td>Cross-validation</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xY1dIYklLa1lXcWs\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript2-5.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>6</td> <td>Cross-validation results</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xSldVV2V6RmxGakE\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript2-6.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>Q</td> <td>Questions answered</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xZ3ljTm03aXVZc3M\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript-Class2-Questions.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td>3</td> <td>Simple classifiers</td> <td>1</td> <td>Simplicity first</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xS0pTLTBaVk5CSlU\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript3-1.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>2</td> <td>Overfitting</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xcWM2Q3YxTy05aTA\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript3-2.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>3</td> <td>Using probabilities</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xY2VJcmNrLWhrdWM\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript3-3.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>4</td> <td>Decision trees</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xbUFhMGR2QTU2MEU\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript3-4.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>5</td> <td>Pruning decision trees</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xNDNPTnhfS1RLYlk\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript3-5.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>6</td> <td>Nearest neighbor</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xWENNRjMySHF1Y2c\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript3-6.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>Q</td> <td>Questions answered</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xUGVQejhsYWh5cTg\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript-Class3-Questions.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td>4</td> <td>More classifiers</td> <td>1</td> <td>Classification boundaries</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xWVZjeWlpN005akk\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript4-1.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>2</td> <td>Linear regression</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xSTFWeEVsMjhzZEE\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript4-2.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>3</td> <td>Classification by regression</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xZVZMcjBONlh3bHc\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript4-3.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>4</td> <td>Logistic regression</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xTUJKM016cXZKSTg\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript4-4.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>5</td> <td>Support vector machines</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xY3NpaVNFdm9pdDQ\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript4-5.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>6</td> <td>Ensemble learning</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xRHdVbmx4Zjk4dkk\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript4-6.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>Q</td> <td>Questions answered</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xeDNpWm1hMDdaaUE\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript-Class4-Questions.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td>5</td> <td>Putting it all together</td> <td>1</td> <td>The data mining process</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xWFVQODV3T01oWEk\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript5-1.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>2</td> <td>Pitfalls and pratfalls</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xczVmMEFfWVptMDQ\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript5-2.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>3</td> <td>Data mining and ethics</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xUlp0U1JXRlFMNXc\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript5-3.txt\" target=\"_blank\">en</a></td> </tr> <tr> <td></td> <td></td> <td>4</td> <td>Summary</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xZTViNDlKdG9aOFE\" target=\"_blank\">en</a></td> <td><a class=\"download_link\" href=\"http://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/transcripts/Transcript5-4.txt\" target=\"_blank\">en</a></td> </tr> </table> </div> <div class=\"gcb-col-11 gcb-aside\"> <h2>Music</h2> <table class=\"material_table\"> <tr> <td>Artist</td> <td>Title</td> <td>GDrive</td> </tr> <tr> <td>Woodside Clarinets</td> <td>Divertimento No. 2 Movement 1 - Allegro</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xYWE0VjlNaW82RDg\" target=\"_blank\">mp3</a></td> </tr> <tr> <td></td> <td>Divertimento No. 2 Movement 2 - Menuetto</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xRS1ubGoxRFJYcE0\" target=\"_blank\">mp3</a></td> </tr> <tr> <td></td> <td>Divertimento No. 2 Movement 3 - Larghetto</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xYk9hNFhTUkxuUzQ\" target=\"_blank\">mp3</a></td> </tr> <tr> <td></td> <td>Divertimento No. 2 Movement 4 - Menuetto</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xTXNGQ1hEOElBbG8\" target=\"_blank\">mp3</a></td> </tr> <tr> <td><a href=\"http://divatproductions.com/\" target=\"_blank\">Teresa Connors</a></td> <td>Opening</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xMmFlLVZIa2dZaVk\" target=\"_blank\">mp3</a></td> </tr> <tr> <td></td> <td>Incidental</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xNUxyNEI5MG9GWWc\" target=\"_blank\">mp3</a></td> </tr> <tr> <td></td> <td>Closing</td> <td><a class=\"download_link\" href=\"https://drive.google.com/uc?export=download&amp;id=0B-f7ZbfsS9-xcFU2UzlkWU5IMDA\" target=\"_blank\">mp3</a></td> </tr> </table> </div> <div class=\"gcb-col-11 gcb-aside\"><p class=\"gcb-product-headers\"><i>Data Mining with Weka</i> is brought to you by the <a href=\"http://www.cs.waikato.ac.nz/\" target=\"_blank\">Department of Computer Science</a> at the <a href=\"http://www.waikato.ac.nz/\" target=\"_blank\">University of Waikato</a>, New Zealand. </p></div> </div></div> </body> </html> "; // result will be an iterator over tuples containing the start and end indices for each match in the string let result = regex.captures_iter(string); for mat in result { println!("{:?}", mat); } }

Please keep in mind that these code samples are automatically generated and are not guaranteed to work. If you find any syntax errors, feel free to submit a bug report. For a full regex reference for Rust, please visit: https://docs.rs/regex/latest/regex/