ishcheklein

11 ms·

1. 121.▲
   Reflinks vs. symlinks vs. hard links and managing data in ML(dev.to)

   10 points by ishcheklein 7y ago|2 comments
2. 122.▲
   by ishcheklein 7y ago

   An excellent read on open-source ML workflow tools - why do we need any new tools at all? and how should we approach creating them? It builds upon another great talk by Patric Ball - Principled Data Processing - https://www.youtu
3. 123.▲
   Principled ML: Do we need to reinvent Git and other tools?(dev.to)

   7 points by ishcheklein 7y ago|1 comments
4. 124.▲
   by ishcheklein 8y ago

   From a very high level perspective - Pachyderm is a data engineering tool designed with ML in mind, DVC is a tool to organize and version control an ML project. Probably, one way to think would be Spark/Hadoop or Airflow vs Git/Gi
5. 125.▲
   by ishcheklein 8y ago

   For those who familiar with cookiecutter-data-science, there is a good example how DVC can version and manage data - https://github.com/drivendata/cookiecutter-data-science/issu... + this PR to play with it - http