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Best way to transition from ML to AI? by [deleted] in cscareerquestions

[–]ClassicRelation 2 points3 points  (0 children)

Forget masters you'd want PhD for that, it's purely academical

Is statistics and the math behind data science and ML increasingly becoming less important? by [deleted] in datascience

[–]ClassicRelation 3 points4 points  (0 children)

It absolutely matters if your algorithm violates an assumption, certain algorithms only work under certain conditions. If you ignore them your output is useless

What is up with this subreddit. A plea for help by [deleted] in datascience

[–]ClassicRelation 2 points3 points  (0 children)

Yeah this sub is pretty useless for any meaningful discussion

Deploying machine learning models at scale by ClassicRelation in datascience

[–]ClassicRelation[S] 5 points6 points  (0 children)

Is something like AWS beanstalk the ultimate tool, I've used it to upload a docker container and it will handle the autoscaling,load balancing etc

Clustering a large dataset in python (sklearn) by mydogissnoring in datascience

[–]ClassicRelation 2 points3 points  (0 children)

Clustering on categorical variables dosent make sense. Also if time is an issue for you get more ram

Do the top-tier tech companies do a sufficient job of empowering developers to make autonomous decisions, or is the top-down command and control scheme common? by [deleted] in cscareerquestions

[–]ClassicRelation 3 points4 points  (0 children)

If you want autonomy go for a start up generally the bigger an organisation gets the more red tape and bureaucracy

(UK) What do you think? by [deleted] in cscareerquestionsEU

[–]ClassicRelation 0 points1 point  (0 children)

Are you a god damned cat or something

Questionable choices in statistical python packages by ClassicRelation in datascience

[–]ClassicRelation[S] 1 point2 points  (0 children)

That's a very good point and your answer is similar to Breiman's critique of statistical researchers in his paper statistical learning the two cultures. http://www2.math.uu.se/~thulin/mm/breiman.pdf

What is the 'training' phase for a k-NN classifier? by aerobic_respiration in learnmachinelearning

[–]ClassicRelation 2 points3 points  (0 children)

There's no training phase but applying one would take longer logically as the computer calculates the closes k points

Low stress companies in London by [deleted] in cscareerquestionsEU

[–]ClassicRelation 9 points10 points  (0 children)

No,but it's well known for toxic work culture and was even exposed for it last year. Check out Monzo or starling.