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Spark is not too tricky to dive into, even though you can't really take advantage unless you have a big cluster to use :) if you want to practice data-manipula
by idiotclock 8y ago
Spark is not too tricky to dive into, even though you can't really take advantage unless you have a big cluster to use :)
if you want to practice data-manipulation, and a lot of the map reduce type stuff you can do with spark, I find Pandas useful for small datasets (And a lot of overlap in functionality as far as Dataframes are concerned)
For pipeline stuff, definitely take a look at Luigi, but again without a cluster it'll be less fun. Still, if you can try automating tasks with a mini luigi scheduler on your localhost, it would be good practice