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Very interesting! Bookmarking your blog post for later. I'm still deciding whether I should focus on Scikit/TF/AzureML, or multiples. Any comparisons between th
by Avalaxy 10y ago
Very interesting! Bookmarking your blog post for later. I'm still deciding whether I should focus on Scikit/TF/AzureML, or multiples. Any comparisons between them are welcome. Would be nice to see a cost breakdown for each of them either (as in development time and $$ to run it).
- BIackSwan 10y agoIts very contextual. So the answer is "it depends". Azure ML will cost you since they have a non free tier in $$ whereas the other tools can scale without that. BUT for the other tools which are free in $$ you need more powerful hardware available as you start using larger datasets. Also, the ease of use of Azure is a benefit in itself, you don't need to learn any coding library and how to use it - speeds up your iteration loops. So the dev time spent in Azure will be less than others because of how its designed - I am not so sure about using it on a large production level scale though - haven't hit that case yet. I can't get more specific than this because I don't know what your requirements/constraints are and what sort of resources are available to you.
- a3camero 10y agoAlthough you can sign up for Bizspark (or if you have a startup: Bizspark Plus) and use quite a bit for free.