Hello, I am planning to buy office PC desktop for machine learning work. I wonder if you could provide some recommendation on the computer specs and brand? I don't need cloud capacity, just a standalone, but powerful desktop.. to simplify, let's ignore the price.. i can scale down according to budget as appropriate later..
Just to give a rough ballpark, I ran repeated nested loop (50 outer repeats x 50 inner repeats, ~35 data points, <10 features) with different classification algorithms (Logistic Regressions, KNN, SVC, Kernel SVC, Random Forest) on lightweight office laptop, and as expected, it took a very long time to complete (it finished during the time I left overnight). I would like to be able to complete this in a few mins or less maybe? :D.. so that I can quickly assess and modify the code as necessary .. In the long run, I will also need to do regressions and may use larger data sets (up to 10^4 data points order of magnitude)... I guess this is a very vague question, but I will take any tips and suggestions. Thank you! Raga
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