1. [Home](https://www.g2.com/) 2. ... 3. [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics) 4. [Azure Databricks Discussions](https://www.g2.com/products/azure-databricks/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_13aba37ae908d9cf29a2452925257ccc/azure-databricks.jpeg "Product Avatar Image") ](/products/azure-databricks/reviews) [ Azure Databricks ](/products/azure-databricks/reviews) (238)4.5/5 Azure Databricks is a unified, open analytics platform developed collaboratively by Microsoft and Databricks. Built on the lakehouse architecture, it seamlessly integrates data engineering, data science, and machine learning within the Azure ecosystem. This platform simplifies the development and deployment of data-driven applications by providing a collaborative workspace that supports multiple programming languages, including SQL, Python, R, and Scala. By leveraging Azure Databricks, organizations can efficiently process large-scale data, perform advanced analytics, and build AI solutions, all while benefiting from the scalability and security of Azure. Key Features and Functionality: - Lakehouse Architecture: Combines the best elements of data lakes and data warehouses, enabling unified data storage and analytics. - Collaborative Notebooks: Interactive workspaces that support multiple languages, facilitating teamwork among data engineers, data scientists, and analysts. - Optimized Apache Spark Engine: Enhances performance for big data processing tasks, ensuring faster and more reliable analytics. - Delta Lake Integration: Provides ACID transactions and scalable metadata handling, improving data reliability and consistency. - Seamless Azure Integration: Offers native connectivity to Azure services like Power BI, Azure Data Lake Storage, and Azure Synapse Analytics, streamlining data workflows. - Advanced Machine Learning Support: Includes pre-configured environments for machine learning and AI development, with support for popular frameworks and libraries. Primary Value and Solutions Provided: Azure Databricks addresses the challenges of managing and analyzing vast amounts of data by offering a scalable and collaborative platform that unifies data engineering, data science, and machine learning. It simplifies complex data workflows, accelerates time-to-insight, and enables the development of AI-driven solutions. By integrating seamlessly with Azure services, it ensures secure and efficient data processing, helping organizations make data-driven decisions and innovate rapidly. Show More * * * ### 20 Discussions ### 22 Participants ### 68.0 Nps Score Already have Azure Databricks? ### All Azure Databricks Discussions Search Most CommentedMost HelpfulPinned by G2Newest All DiscussionsDiscussions with CommentsPinned by G2Discussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Pinned by G2 Newest Filter by All Discussions Discussions with Comments Pinned by G2 Discussions without Comments ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") G2 Verified User • about 6 years ago More Options - [ # Will there be support of .NET for Apache Spark ](/discussions/26491-will-there-be-support-of-net-for-apache-spark) .NET recently has brought notebook like interface support using dotnet interactive. It would be really great if we had direct inuilt support of them in Azure Databricks. No inbuilt support of .NET for Apache Spark of .NET Notebooks (dotnet-interactive). .NET recently has brought notebook like... [Read more](/discussions/26491-will-there-be-support-of-net-for-apache-spark) [ Big Data Analytics Software ](https://www.g2.com/tags/big-data-analytics-software) * * * \<0\>0\>Upvotes * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Azure+Databricks+questions+and+get+answers+from+expert+users+in+our+Azure+Databricks+Discussions+section.&title=Azure+Databricks+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fazure-databricks%2Fdiscuss%3Fpage%3D2) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Azure+Databricks+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fazure-databricks%2Fdiscuss%3Fpage%3D2&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fazure-databricks%2Fdiscuss%3Fpage%3D2) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Azure+Databricks+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fazure-databricks%2Fdiscuss%3Fpage%3D2%0aAsk+Azure+Databricks+questions+and+get+answers+from+expert+users+in+our+Azure+Databricks+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=Azure+Databricks+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fazure-databricks%2Fdiscuss%3Fpage%3D2%0aAsk+Azure+Databricks+questions+and+get+answers+from+expert+users+in+our+Azure+Databricks+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") G2 Verified User • about 6 years ago More Options - [ # Can we combine scikit learn and the Hadoop architectural advantage somehow? ](/discussions/26351-can-we-combine-scikit-learn-and-the-hadoop-architectural-advantage-somehow) I would like to use scikit learn more than MLlib because I am well trained in scikit and it's easy to implement than MLlib. So how do I use it along with Hadoop capabilities. I know we can simply import it but does mapreduce happen? If there is a way let people know how it could be done. [ Big Data Analytics Software ](https://www.g2.com/tags/big-data-analytics-software) * * * \<0\>0\>Upvotes * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Azure+Databricks+questions+and+get+answers+from+expert+users+in+our+Azure+Databricks+Discussions+section.&title=Azure+Databricks+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fazure-databricks%2Fdiscuss%3Fpage%3D2) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Azure+Databricks+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fazure-databricks%2Fdiscuss%3Fpage%3D2&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fazure-databricks%2Fdiscuss%3Fpage%3D2) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Azure+Databricks+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fazure-databricks%2Fdiscuss%3Fpage%3D2%0aAsk+Azure+Databricks+questions+and+get+answers+from+expert+users+in+our+Azure+Databricks+Discussions+section.) [![mail](/assets/social-logos/mail-d55c53b04bf49872e40cd2443b85a99caa23394e6cf154ae32a9d08377c15d86.svg "mail")](mailto:?subject=Azure+Databricks+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fazure-databricks%2Fdiscuss%3Fpage%3D2%0aAsk+Azure+Databricks+questions+and+get+answers+from+expert+users+in+our+Azure+Databricks+Discussions+section.) ![copy_link](/assets/social-logos/copy_link-05d8dc5dc8576fc78425ad34d07241b060878835e555a30417ff41c18335e575.svg "copy\_link") ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") G2 Verified User • about 6 years ago More Options - [ # How to integrate databricks cluster with IDEs ](/discussions/26342-how-to-integrate-databricks-cluster-with-ides) I want to connect azure databricks cluster with my IDE(jetbrains scala ide) because your notebook development environment is very time taking because of no intellisense and code management. how can I connect my azure databricks environment with IDE to right and run code [ Big Data Analytics Software ](https://www.g2.com/tags/big-data-analytics-software) * * * \<0\>0\>Upvotes * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Azure+Databricks+questions+and+get+answers+from+expert+users+in+our+Azure+Databricks+Discussions+section.&title=Azure+Databricks+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fazure-databricks%2Fdiscuss%3Fpage%3D2) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Azure+Databricks+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fazure-databricks%2Fdiscuss%3Fpage%3D2&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fazure-databricks%2Fdiscuss%3Fpage%3D2) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Azure+Databricks+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fazure-databricks%2Fdiscuss%3Fpage%3D2%0aAsk+Azure+Databricks+questions+and+get+answers+from+expert+users+in+our+Azure+Databricks+Discussions+section.) 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I don't know which day data coming will be small. ](/discussions/26327-when-data-is-small-how-can-i-reconfigure-cluster-to-automatically-adjust-i-don-t-know-which-day-data-coming-will-be-small) I am working with social networking data and some day I receive huge bulk data and someday data comes in size of mb. When data is less the speed is affected greatly.how to adjust configuration automatically to keep constant processing speed [ Big Data Analytics Software ](https://www.g2.com/tags/big-data-analytics-software) * * * \<0\>0\>Upvotes * * * 0 Comments [![linkedin](/assets/social-logos/linkedin-afe65e46604a5bd5105ab9c856116204040b6b3f2b2d42562fc8071ca0c48ca0.svg "linkedin")](https://www.linkedin.com/shareArticle?mini=true&summary=Ask+Azure+Databricks+questions+and+get+answers+from+expert+users+in+our+Azure+Databricks+Discussions+section.&title=Azure+Databricks+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fazure-databricks%2Fdiscuss%3Fpage%3D2) [![twitter](/assets/social-logos/twitter-61aaec80434c71387b8f7326e480592eae71c0a65afd051d66fce9b75a9bf417.svg "twitter")](https://twitter.com/intent/tweet?text=Azure+Databricks+Discussions+%7C+G2&url=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fazure-databricks%2Fdiscuss%3Fpage%3D2&via=G2dotcom) [![facebook](/assets/social-logos/facebook-350d0b410d6b10debcf893050e803a8633d53561aa42807b087b8daf9be3668f.svg "facebook")](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fazure-databricks%2Fdiscuss%3Fpage%3D2) [![gmail](/assets/social-logos/gmail-6db42f21e7c254fae201b112bef0dd15d25223a5cbb32691ce80eab43761eadf.svg "gmail")](https://mail.google.com/mail/?view=cm&fs=1&tf=1&to=&su=Azure+Databricks+Discussions+%7C+G2&body=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fazure-databricks%2Fdiscuss%3Fpage%3D2%0aAsk+Azure+Databricks+questions+and+get+answers+from+expert+users+in+our+Azure+Databricks+Discussions+section.) 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