Re:Microsoft R&D grows to 8k people in massive bet on artifi...
by tanilama on Monday September 25, 2017 @04:53AM
(#15328888)
Your vision might come true. However there is catch. ML/DL right now, doesn't have good abstractions, the existing ones are to some extent all leaky.
That is why ML as an hands-free service, just like what a database is, doesn't work. To my surprise, I would say, currently ML/AI is a quite manual thing to get right, and it requires constant attention, not just one time effort, since the data is ever changing.
AutoML might be a solution to this, with the help of a working HPO solution, but both are not really public accessible at this point, requires long time and big computation resource.
That is why ML as an hands-free service, just like what a database is, doesn't work. To my surprise, I would say, currently ML/AI is a quite manual thing to get right, and it requires constant attention, not just one time effort, since the data is ever changing.
AutoML might be a solution to this, with the help of a working HPO solution, but both are not really public accessible at this point, requires long time and big computation resource.