Data engineering

[justheuristic]

• 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