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Databricks creates a Unified Analytics Platform that accelerates innovation by unifying data science, engineering, and business. It utilizes Apache Spark to help clients with cloud-based big data processing. It puts Spark on “autopilot” to significantly reduce operational complexity and management cost. The Databricks I/O module (DBIO) improves the read and write performance of Apache Spark in the cloud. An increase in productivity is ensured through Databricks’ collaborative workplace.
Databricks is ranked 2nd in Data Science Platforms with 23 reviews while MathWorks Matlab is ranked 21st in Data Science Platforms. Databricks is rated 7.8, while MathWorks Matlab is rated 0.0. The top reviewer of Databricks writes "Has a good feature set but it needs samples and templates to help invite users to see results". On the other hand, Databricks is most compared with Microsoft Azure Machine Learning Studio, Amazon SageMaker, Azure Stream Analytics, Alteryx and Dataiku Data Science Studio, whereas MathWorks Matlab is most compared with IBM SPSS Statistics, Microsoft Azure Machine Learning Studio, Anaconda, SAS Visual Analytics and Amazon SageMaker.
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