Operationalization in Data era

A few challenge on AI/ML/DS


How the data scients to cooperate with developer, what are the role of each other?



How to comply with enterprise security policy



What is the Devops for DS, 

ML is differnt from tradnitonal IT,  don't let business to deploy on the platfrom

Operationalization

Pipleline the DS team

What is the platform for it

Scalable,  the code runs on laptop should be able to be parallelly run on cluster.  
Should be done on code level, use for example Dask,  and platform level,  use Kubernates.  






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