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regardless of the size of the machine you're using, TIMi/Anatella just delivers:
- I've loaded about 1TB of compressed Json documents straight into the tool
- the transformation to an actual matrix of features was by far the quickest I've used (vs R vs local SQL db vs Python)
- ability to multithread or parallelise which significantly reduce the execution time
- ability to build end to end pipelines without the need for a third party tool
- large range of connectors (for input or output) making integration trivial
- very fast to iterate and test new approaches
For our needs, TIMi is just making any other solution irrelevant both from a performance and from an economic perspective (no need for big and expensive clusters with dreadful admin and workload management costs) Review collected by and hosted on G2.com.
The UI might seem slightly confusing at the beginning but it needs to be mitigated with the fact than other "alternative" solutions are exclusively code based Review collected by and hosted on G2.com.
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