#unstructureddata — Public Fediverse posts

I know that it is popular to completely hate on #LLMs but when used for the right task, they do work very well. *Very* well.

#ai #machinelearning #llm #annotations #annotation #metadataextraction #unstructureddata to #structureddata

@stephensmith With the exponential expansion of info locked up in unstructured data in the form of images, video, audio, documents, using the traditional monolithic data warehouse based on system generated normalised data to gain organisational insights (via the so-called Inmon method) became rather outmoded #DataLakes #DataWarehouse #UnstructuredData

@stephensmith data warehouses store _structured_ data i.e. traditional, rigid table / row / columnar information usually produced by systems, for purposes of read-heavy analytics processing, e.g. customer data with cust id, address lines, name, forename, phone numbers, etc; data _lakes_ allow mass storage of _unstructured_ data, usually generated by humans, also for the purposes of analytics processing. #DataLakes #DataWarehouse #UnstructuredData