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Idea from Saleem Maroof

Title

Growing your Business with Machine Learning Pipelines:

Summary

Machine learning has a variety of uses for growing a business. One notable method includes data pipelines in Machine Learning. Automating machine learning workflows and building more efficient models provide various benefits. It also allows teams to start quicker and cheaper, making it especially valuable for startups. This post will go in-depth about what machine learning pipelines are, why they're important, their application to growing a business, challenges, and possible solutions.

Author

Saleem Maroof

Keywords

  • Machine Learning
  • Pipelines
  • Business
  • Links

  • https://arxiv.org/abs/1810.04570
  • https://openreview.net/pdf?id=AZoYF5XVaT
  • https://www.aquemy.info/static/publications/quemy2019b.pdf
  • https://dl.acm.org/doi/pdf/10.1145/2939502.2939516
  • https://arxiv.org/abs/2111.02508