Boyang Yan

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MLOps

MLOps

Apr 04, 20251 min read

machine learning Operations (MLOps), derived from DevOps

RESTful

Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning

MLOps management tools

Reference List

  1. https://helda.helsinki.fi/bitstream/handle/10138/356945/Luo_Yumo_thesis_2023.pdf?sequence=2&isAllowed=y
  2. Shankar, S., Garcia, R., Hellerstein, J. M., & Parameswaran, A. G. (2022). Operationalizing machine learning: An interview study. arXiv preprint arXiv:2209.09125.

Graph View

  • MLOps management tools
  • Reference List

Backlinks

  • CI/CD
  • asset management in machine learning
  • EMMM: a unified meta-model for tracking machine learning experiments

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