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      <title>Augmented Data Preparation by NUR HAFFIZAH BINTE ASRI</title>
      <link>https://padlet.com/2081777a/ltiul6vjn3xdg4um</link>
      <description>Data Preparation Steps</description>
      <language>en-us</language>
      <pubDate>2020-12-01 12:49:41 UTC</pubDate>
      <lastBuildDate>2024-12-20 08:28:17 UTC</lastBuildDate>
      <webMaster>hello@padlet.com</webMaster>
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         <title>Project Description</title>
         <author>2081777a</author>
         <link>https://padlet.com/2081777a/ltiul6vjn3xdg4um/wish/975303686</link>
         <description><![CDATA[<div>To compare the predicted ratings of movies based on user personalities vs the actual score provided by the users<br><br>This is a common situation in many companies where we will have to assess the accuracy of the model vs the actual results</div>]]></description>
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         <pubDate>2020-12-01 12:49:41 UTC</pubDate>
         <guid>https://padlet.com/2081777a/ltiul6vjn3xdg4um/wish/975303686</guid>
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         <title>Access</title>
         <author>2081777a</author>
         <link>https://padlet.com/2081777a/ltiul6vjn3xdg4um/wish/975303687</link>
         <description><![CDATA[<div><strong><em>- Data Source </em></strong><a href="https://www.kaggle.com/arslanali4343/top-personality-dataset">https://www.kaggle.com/arslanali4343/top-personality-dataset</a> <br><br><strong><em>- Number of unique users: 1820</em></strong><br><br><strong><em>- 2 Dataset </em></strong><br>Dataset 1: 2018-personality-data<br>Predicted Ratings of movies based on personalities of the users<br><br>Dataset 2: 2018_ratings<br>Actual score provided by the users</div>]]></description>
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         <pubDate>2020-12-01 12:49:41 UTC</pubDate>
         <guid>https://padlet.com/2081777a/ltiul6vjn3xdg4um/wish/975303687</guid>
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         <title>Blend</title>
         <author>2081777a</author>
         <link>https://padlet.com/2081777a/ltiul6vjn3xdg4um/wish/975303689</link>
         <description><![CDATA[<div>- 2 datasets<br>- the two dataset blend against the column "userid" <br>- Blending method is left outer join as the Dataset 1 merge against the Dataset 2.</div>]]></description>
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         <pubDate>2020-12-01 12:49:41 UTC</pubDate>
         <guid>https://padlet.com/2081777a/ltiul6vjn3xdg4um/wish/975303689</guid>
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         <title>Profile</title>
         <author>2081777a</author>
         <link>https://padlet.com/2081777a/ltiul6vjn3xdg4um/wish/975303691</link>
         <description><![CDATA[<div>&lt;&lt;to describe the data profiling tasks performed&gt;&gt;</div>]]></description>
         <enclosure url="" />
         <pubDate>2020-12-01 12:49:41 UTC</pubDate>
         <guid>https://padlet.com/2081777a/ltiul6vjn3xdg4um/wish/975303691</guid>
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         <title>Clean/Transform</title>
         <author>2081777a</author>
         <link>https://padlet.com/2081777a/ltiul6vjn3xdg4um/wish/975303692</link>
         <description><![CDATA[<div>&lt;&lt;to describe the data cleaning or transformation tasks performed&gt;&gt;</div>]]></description>
         <enclosure url="" />
         <pubDate>2020-12-01 12:49:41 UTC</pubDate>
         <guid>https://padlet.com/2081777a/ltiul6vjn3xdg4um/wish/975303692</guid>
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      <item>
         <title>Publish</title>
         <author>2081777a</author>
         <link>https://padlet.com/2081777a/ltiul6vjn3xdg4um/wish/975303694</link>
         <description><![CDATA[<div>&lt;&lt;to describe data publish tasks performed&gt;&gt;</div>]]></description>
         <enclosure url="" />
         <pubDate>2020-12-01 12:49:41 UTC</pubDate>
         <guid>https://padlet.com/2081777a/ltiul6vjn3xdg4um/wish/975303694</guid>
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