Machine Learning (ML) 3rd-Party Platform

A Machine Learning (ML) 3rd-Party Platform is a data-processing platform that is a 3rd-party platform that facilitates the creation of an ML engineering platform instance.

• Context:
  • It can range from being an Cloud-based ML PaaS to being a On-Premise ML Platform.
  • It can be compatible with a Machine Learning Tool, or a Machine Learning Framework.
  • It can be used to create an Machine Learning Ops System.
  • …
• Example(s):
  • a Cloud-based ML Platform, such as:
    • AWS' Sagemaker Platform.
    • GCP's Vertex AI.
    • Azure's ML Platform.
    • Databricks' ML Platform.
  • PipelineAI Platform.
  • MLflow Platform.
  • Kubeflow Platform.
  • DataRobot's Platform.
  • Valohai Platform.
  • Chiron System??
  • MLCapsule System??
  • …
• Counter-Example(s):
  • Data Science Platform, such as Anaconda Platform.
  • ETL Platform.
• See: ML-based System.

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References

2021

• https://towardsdatascience.com/end-to-end-machine-learning-platforms-compared-c530d626151b
  • QUOTE:

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