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They must also select the data processing frameworks such as Spark, Beam or SQL-based processing and choose tools for ML. Based on business needs and the nature of the data, raw vs structured, organizations should determine whether to set up a datawarehouse, a Lakehouse or consider a data fabric technology.
These sit on top of datawarehouses that are strictly governed by IT departments. The role of traditional BI platforms is to collect data from various business systems. Advanced Analytics Provide the unique benefit of advanced (and often proprietary) statistical models in your app. Now explaining why things happened (e.g.,
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