Data Scientist Tools Survey
762 responses
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Programming Environment
Which operating systems do you use on your computer where you develop your code?
No responses yet for this question.
Which programming languages do you use?
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Which libraries/frameworks/tools do you use?
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Where do you keep your code?
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Code Execution Environment
Where do you execute your code?
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Which operating systems do you use on machines where you run your code?
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How do you setup remote hosts?
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What is the size of your infrastructure?
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Do you use GPU for machine learning, deep learning or data analytics?
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How do you run your code on remote hosts?
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How do you monitor execution of your code?
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Which resource consumption monitoring tools do you use?
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Type of Work
Do you do deep learning?
No responses yet for this question.
What is the usual volume of the data that you work on?
No responses yet for this question.
What was the largest volume of data that you ever worked on?
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What kind of tasks do you perform on big data?
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Storage
Where do you save your results (trained models, predictions, logs from execution)?
No responses yet for this question.
Where do you store the data you analyze?
SQL databases:
No responses yet for this question.
NoSQL databases:
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Other:
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Work Process
What tools do you use to visualize data?
No responses yet for this question.
What tools do you use to track and visualize coefficients during an experiment?
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How do you compare result metrics from consecutive experiments executions?
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Share with us anything about your work process that you find boring, repetitive, tedious or exhausting. Perhaps we can do something to make it easier.
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