ndemir
ndemir t1_j48mkuy wrote
Reply to comment by Worth-Advance-1232 in Why is Super Learning / Stacking used rather rarely in practice? [D] by Worth-Advance-1232
In real world; stacking is used. It's usually behind the scenes -- as you have seen in this AutoML application.
ndemir t1_j4820tc wrote
Reply to comment by Worth-Advance-1232 in Why is Super Learning / Stacking used rather rarely in practice? [D] by Worth-Advance-1232
You can define meta learner:
https://docs.h2o.ai/h2o/latest-stable/h2o-docs/data-science/stacked-ensembles.html
ndemir t1_j474eox wrote
Reply to [D] Combining Machine Learning + Expert Knowledge (Question for Agriculture Research) by Tigmib
When I have similar doubt, I ask myself; "forget ML, will statistics help you? Will just defining some rules will help you?" People in that industry already have some kind of idea about how to predict, learn their rules. By the way, I am not suggesting that you should not use ML. I am just asking you to look from a different angle.
ndemir t1_j466c3f wrote
It is just one of the tools that you end up using if you are using some kind of AutoML. I just confirmed that with h2o ;) https://docs.h2o.ai/h2o/latest-stable/h2o-docs/automl.html
ndemir t1_j3x98u0 wrote
It's more than that. They will have an edge with that investment. Improvement of Cortana will be only one of the outputs of this investment (and maybe just a small output). We will see new tools that does not exist now.
ndemir t1_j3vvem5 wrote
A possible option; work for another company which provides consultancy to its customers. As a DS, you will need to talk with customers yourself.
ndemir t1_j3af83c wrote
ndemir t1_j3aek5j wrote
Reply to comment by What_The_Hex in Is there an AI tool that can specifically isolate sentences or chunks of text, from larger bodies of text, that meet a certain narrow criteria -- then output those as the result? - [D] by What_The_Hex
ndemir t1_j3ad5f8 wrote
Reply to Is there an AI tool that can specifically isolate sentences or chunks of text, from larger bodies of text, that meet a certain narrow criteria -- then output those as the result? - [D] by What_The_Hex
I know it may sound hype but it is worth trying GPT3.
ndemir t1_j4s5774 wrote
Reply to [P] A small tool that shuts down your machine when GPU utilization drops too low. by nateharada
good idea.