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Sarah Lea<p>RAG, agents, data lakehouses... terms that are currently buzzing around the world of data professionals. Some futuristic, some more tangible. But which concepts should you really be familiar with in 2025? :blobcoffee: What challenges are there? And how can you apply the concept directly in a small project?</p><p>Discover the concepts here: <a href="https://medium.com/towards-data-science/the-concepts-data-professionals-should-know-in-2025-part-1-47e7e797801d" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://</span><span class="ellipsis">medium.com/towards-data-scienc</span><span class="invisible">e/the-concepts-data-professionals-should-know-in-2025-part-1-47e7e797801d</span></a></p><p>Friends link: <a href="https://medium.com/towards-data-science/the-concepts-data-professionals-should-know-in-2025-part-1-47e7e797801d?sk=bc398e1aa60fd7abc9db72388cdf2a6c" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://</span><span class="ellipsis">medium.com/towards-data-scienc</span><span class="invisible">e/the-concepts-data-professionals-should-know-in-2025-part-1-47e7e797801d?sk=bc398e1aa60fd7abc9db72388cdf2a6c</span></a></p><p>Which concept do you find most important?</p><p><a href="https://me.dm/tags/data" class="mention hashtag" rel="tag">#<span>data</span></a> <a href="https://me.dm/tags/datascience" class="mention hashtag" rel="tag">#<span>datascience</span></a> <a href="https://me.dm/tags/cloudcomputing" class="mention hashtag" rel="tag">#<span>cloudcomputing</span></a> <a href="https://me.dm/tags/programming" class="mention hashtag" rel="tag">#<span>programming</span></a></p>
Sarah Lea<p>In the cloud era, we are accustomed to receiving everything instantly – messages, movies, songs. Cloud providers like AWS, Google Cloud, and Azure are now focusing on delivering data processing in (almost) real-time as well.</p><p>With Zero-ETL, data flows directly between systems without explicit steps like extraction, transformation, or loading (the traditional ETL process).</p><p><a href="https://medium.com/towards-data-science/why-etl-zero-understanding-the-shift-in-data-integration-as-a-beginner-d0cefa244154" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://</span><span class="ellipsis">medium.com/towards-data-scienc</span><span class="invisible">e/why-etl-zero-understanding-the-shift-in-data-integration-as-a-beginner-d0cefa244154</span></a></p><p><a href="https://me.dm/tags/data" class="mention hashtag" rel="tag">#<span>data</span></a> <a href="https://me.dm/tags/sql" class="mention hashtag" rel="tag">#<span>sql</span></a> <a href="https://me.dm/tags/etl" class="mention hashtag" rel="tag">#<span>etl</span></a> <a href="https://me.dm/tags/programming" class="mention hashtag" rel="tag">#<span>programming</span></a> <a href="https://me.dm/tags/datascientist" class="mention hashtag" rel="tag">#<span>datascientist</span></a> <a href="https://me.dm/tags/dataengineering" class="mention hashtag" rel="tag">#<span>dataengineering</span></a> <a href="https://me.dm/tags/datalakehouse" class="mention hashtag" rel="tag">#<span>datalakehouse</span></a> <a href="https://me.dm/tags/datawarehouse" class="mention hashtag" rel="tag">#<span>datawarehouse</span></a> <a href="https://me.dm/tags/cloud" class="mention hashtag" rel="tag">#<span>cloud</span></a></p>
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