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Data engineering #4

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6 tasks
justheuristic opened this issue Jul 28, 2016 · 0 comments
Open
6 tasks

Data engineering #4

justheuristic opened this issue Jul 28, 2016 · 0 comments

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@justheuristic
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justheuristic commented Jul 28, 2016 •
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  • Basic parallelism. Workload division. MP Queue. Native threading Vs Joblib. Threads Vs Processes.
    Writing your own parallel image labeling system in a nutshell.
  • ссылка на курс Саши Петрова?
  • Machine learning in case of large datasets. Stochastic gradient descent tweaks. Progressive validation. Parameter-server architectures. Самописная линейная модель во внешней памяти.
  • Vowpal Wabbit . Song age prediction from EDX or whatever.
  • Word count with Spark
  • CTR prediction with Spark
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