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    <title>topic Solution Accelerator Series | R&amp;amp;D Optimization With Knowledge Graphs in Community Articles</title>
    <link>https://community.databricks.com/t5/community-articles/solution-accelerator-series-r-amp-d-optimization-with-knowledge/m-p/165607#M1432</link>
    <description>&lt;P&gt;&lt;SPAN&gt;R&amp;amp;D teams work with many forms of life sciences data, making it important to organize that data and uncover connections across it. The &lt;/SPAN&gt;&lt;STRONG&gt;R&amp;amp;D Optimization With Knowledge Graphs Solution Accelerator&lt;/STRONG&gt;&lt;SPAN&gt; shows how knowledge graphs combine the semantics, scalability and flexibility of a graph database with the performance and governance of a data lakehouse. Teams can store and organize life sciences data, synthesize insights through network analytics and machine learning, and build a knowledge graph with Wisecube to reveal opportunities to improve R&amp;amp;D.&lt;/SPAN&gt;&lt;/P&gt;
&lt;H3&gt;&lt;STRONG&gt;With this Accelerator, you get&lt;/STRONG&gt;&lt;/H3&gt;
&lt;UL&gt;
&lt;LI style="font-weight: 400;" aria-level="1"&gt;&lt;STRONG&gt;Ready-to-use resources:&lt;/STRONG&gt; &lt;A href="https://notebooks.databricks.com/notebooks/HLS/wscb-kg/index.html?&amp;amp;itm_source=www&amp;amp;itm_category=solutions&amp;amp;itm_page=rd-optimization-with-knowledge-graphs&amp;amp;itm_location=body&amp;amp;itm_component=cta-image-block&amp;amp;itm_offer=index.html#wscb-kg_1.html" target="_blank"&gt;&lt;SPAN&gt;pre-built code, sample data and step-by-step instructions ready to go in a Databricks notebook&lt;/SPAN&gt;&lt;/A&gt;&lt;/LI&gt;
&lt;LI style="font-weight: 400;" aria-level="1"&gt;&lt;STRONG&gt;Organize life sciences data:&lt;/STRONG&gt;&lt;SPAN&gt; store and organize different forms of data in the lakehouse.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI style="font-weight: 400;" aria-level="1"&gt;&lt;STRONG&gt;Synthesize insights:&lt;/STRONG&gt;&lt;SPAN&gt; use network analytics and machine learning to explore connections in the data.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI style="font-weight: 400;" aria-level="1"&gt;&lt;STRONG&gt;Build a knowledge graph:&lt;/STRONG&gt;&lt;SPAN&gt; use Wisecube to reveal opportunities to improve R&amp;amp;D.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;/UL&gt;
&lt;P class="p8i6j01 paragraph"&gt;&lt;A style="background-color: #ff3621; color: white; padding: 10px 20px; text-decoration: none; border-radius: 5px; font-weight: bold; display: inline-block;" href="https://www.databricks.com/solutions/accelerators/rd-optimization-with-knowledge-graphs?itm_source=www&amp;amp;itm_category=solutions&amp;amp;itm_page=accelerators&amp;amp;itm_location=body&amp;amp;itm_component=general-asset-card&amp;amp;itm_offer=rd-optimization-with-knowledge-graphs" target="_blank" rel="noopener"&gt;&lt;span class="lia-unicode-emoji" title=":link:"&gt;🔗&lt;/span&gt; Launch Solution Accelerator &lt;span class="lia-unicode-emoji" title=":backhand_index_pointing_left:"&gt;👈&lt;/span&gt;&lt;/A&gt;&lt;/P&gt;</description>
    <pubDate>Thu, 13 Aug 2026 09:42:13 GMT</pubDate>
    <dc:creator>Tushar_Parekar</dc:creator>
    <dc:date>2026-08-13T09:42:13Z</dc:date>
    <item>
      <title>Solution Accelerator Series | R&amp;D Optimization With Knowledge Graphs</title>
      <link>https://community.databricks.com/t5/community-articles/solution-accelerator-series-r-amp-d-optimization-with-knowledge/m-p/165607#M1432</link>
      <description>&lt;P&gt;&lt;SPAN&gt;R&amp;amp;D teams work with many forms of life sciences data, making it important to organize that data and uncover connections across it. The &lt;/SPAN&gt;&lt;STRONG&gt;R&amp;amp;D Optimization With Knowledge Graphs Solution Accelerator&lt;/STRONG&gt;&lt;SPAN&gt; shows how knowledge graphs combine the semantics, scalability and flexibility of a graph database with the performance and governance of a data lakehouse. Teams can store and organize life sciences data, synthesize insights through network analytics and machine learning, and build a knowledge graph with Wisecube to reveal opportunities to improve R&amp;amp;D.&lt;/SPAN&gt;&lt;/P&gt;
&lt;H3&gt;&lt;STRONG&gt;With this Accelerator, you get&lt;/STRONG&gt;&lt;/H3&gt;
&lt;UL&gt;
&lt;LI style="font-weight: 400;" aria-level="1"&gt;&lt;STRONG&gt;Ready-to-use resources:&lt;/STRONG&gt; &lt;A href="https://notebooks.databricks.com/notebooks/HLS/wscb-kg/index.html?&amp;amp;itm_source=www&amp;amp;itm_category=solutions&amp;amp;itm_page=rd-optimization-with-knowledge-graphs&amp;amp;itm_location=body&amp;amp;itm_component=cta-image-block&amp;amp;itm_offer=index.html#wscb-kg_1.html" target="_blank"&gt;&lt;SPAN&gt;pre-built code, sample data and step-by-step instructions ready to go in a Databricks notebook&lt;/SPAN&gt;&lt;/A&gt;&lt;/LI&gt;
&lt;LI style="font-weight: 400;" aria-level="1"&gt;&lt;STRONG&gt;Organize life sciences data:&lt;/STRONG&gt;&lt;SPAN&gt; store and organize different forms of data in the lakehouse.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI style="font-weight: 400;" aria-level="1"&gt;&lt;STRONG&gt;Synthesize insights:&lt;/STRONG&gt;&lt;SPAN&gt; use network analytics and machine learning to explore connections in the data.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;LI style="font-weight: 400;" aria-level="1"&gt;&lt;STRONG&gt;Build a knowledge graph:&lt;/STRONG&gt;&lt;SPAN&gt; use Wisecube to reveal opportunities to improve R&amp;amp;D.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;/UL&gt;
&lt;P class="p8i6j01 paragraph"&gt;&lt;A style="background-color: #ff3621; color: white; padding: 10px 20px; text-decoration: none; border-radius: 5px; font-weight: bold; display: inline-block;" href="https://www.databricks.com/solutions/accelerators/rd-optimization-with-knowledge-graphs?itm_source=www&amp;amp;itm_category=solutions&amp;amp;itm_page=accelerators&amp;amp;itm_location=body&amp;amp;itm_component=general-asset-card&amp;amp;itm_offer=rd-optimization-with-knowledge-graphs" target="_blank" rel="noopener"&gt;&lt;span class="lia-unicode-emoji" title=":link:"&gt;🔗&lt;/span&gt; Launch Solution Accelerator &lt;span class="lia-unicode-emoji" title=":backhand_index_pointing_left:"&gt;👈&lt;/span&gt;&lt;/A&gt;&lt;/P&gt;</description>
      <pubDate>Thu, 13 Aug 2026 09:42:13 GMT</pubDate>
      <guid>https://community.databricks.com/t5/community-articles/solution-accelerator-series-r-amp-d-optimization-with-knowledge/m-p/165607#M1432</guid>
      <dc:creator>Tushar_Parekar</dc:creator>
      <dc:date>2026-08-13T09:42:13Z</dc:date>
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