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    <title>topic Re: which option is better in Data Engineering</title>
    <link>https://community.databricks.com/t5/data-engineering/which-option-is-better/m-p/126263#M47664</link>
    <description>&lt;P&gt;+1&amp;nbsp;&lt;a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/104480"&gt;@radothede&lt;/a&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;&lt;a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/143693"&gt;@Pratikmsbsvm&lt;/a&gt;&amp;nbsp;How are you transforming from bronze to silver? DLT?&lt;/P&gt;</description>
    <pubDate>Thu, 24 Jul 2025 04:01:31 GMT</pubDate>
    <dc:creator>Sharanya13</dc:creator>
    <dc:date>2025-07-24T04:01:31Z</dc:date>
    <item>
      <title>which option is better</title>
      <link>https://community.databricks.com/t5/data-engineering/which-option-is-better/m-p/126159#M47648</link>
      <description>&lt;P&gt;Can anyone please help me which option is better and why ?&lt;/P&gt;&lt;P&gt;&lt;span class="lia-inline-image-display-wrapper lia-image-align-inline" image-alt="Pratikmsbsvm_0-1753270353307.png" style="width: 400px;"&gt;&lt;img src="https://community.databricks.com/t5/image/serverpage/image-id/18400i11105E223C8EC3CD/image-size/medium?v=v2&amp;amp;px=400" role="button" title="Pratikmsbsvm_0-1753270353307.png" alt="Pratikmsbsvm_0-1753270353307.png" /&gt;&lt;/span&gt;&lt;/P&gt;&lt;P&gt;Thanks a lot&lt;/P&gt;</description>
      <pubDate>Wed, 23 Jul 2025 11:33:37 GMT</pubDate>
      <guid>https://community.databricks.com/t5/data-engineering/which-option-is-better/m-p/126159#M47648</guid>
      <dc:creator>Pratikmsbsvm</dc:creator>
      <dc:date>2025-07-23T11:33:37Z</dc:date>
    </item>
    <item>
      <title>Re: which option is better</title>
      <link>https://community.databricks.com/t5/data-engineering/which-option-is-better/m-p/126184#M47653</link>
      <description>&lt;P&gt;Hi&amp;nbsp;&lt;a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/143693"&gt;@Pratikmsbsvm&lt;/a&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;We're still missing some context, but generally speaking I would say consuming silver layer data is the way.&lt;/P&gt;&lt;P&gt;Of course, it dependes of use-case and project needs, however, as I understand medallion architecture:&lt;/P&gt;&lt;P&gt;a) bronze layer data is "raw" data with no significant transformations or no transformations at all,&lt;/P&gt;&lt;P&gt;b) silver layer would be cleansed data, with possible business-logic transformations applied, perfectly in delta table format (ACID, time travel and all the other features).&amp;nbsp;&lt;/P&gt;&lt;P&gt;Please visit this&amp;nbsp;&lt;A href="https://community.databricks.com/t5/data-engineering/medallion-architecture-and-databricks-assistant/td-p/102301" target="_self"&gt;topic&lt;/A&gt;&amp;nbsp;also to dive deeper &lt;span class="lia-unicode-emoji" title=":slightly_smiling_face:"&gt;🙂&lt;/span&gt;&lt;/P&gt;&lt;P&gt;Best,&lt;/P&gt;&lt;P&gt;Radek.&lt;/P&gt;</description>
      <pubDate>Wed, 23 Jul 2025 12:01:52 GMT</pubDate>
      <guid>https://community.databricks.com/t5/data-engineering/which-option-is-better/m-p/126184#M47653</guid>
      <dc:creator>radothede</dc:creator>
      <dc:date>2025-07-23T12:01:52Z</dc:date>
    </item>
    <item>
      <title>Re: which option is better</title>
      <link>https://community.databricks.com/t5/data-engineering/which-option-is-better/m-p/126263#M47664</link>
      <description>&lt;P&gt;+1&amp;nbsp;&lt;a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/104480"&gt;@radothede&lt;/a&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;&lt;a href="https://community.databricks.com/t5/user/viewprofilepage/user-id/143693"&gt;@Pratikmsbsvm&lt;/a&gt;&amp;nbsp;How are you transforming from bronze to silver? DLT?&lt;/P&gt;</description>
      <pubDate>Thu, 24 Jul 2025 04:01:31 GMT</pubDate>
      <guid>https://community.databricks.com/t5/data-engineering/which-option-is-better/m-p/126263#M47664</guid>
      <dc:creator>Sharanya13</dc:creator>
      <dc:date>2025-07-24T04:01:31Z</dc:date>
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