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Model Development and Training Phase of a Machine Learning Project

  • The Model Development and Training Phase is the core engine of any Machine Learning project.
  • It involves selecting, building, training, and optimizing the model to ensure desired accuracy and efficiency benchmarks.
  • Key considerations during this phase include experiment tracking, model validation, testing, and performance evaluation.
  • The next critical step in the ML project lifecycle is the Deployment and Monitoring Phase.

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