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Reproducible Machine Learning and Experiment Tracking Pipeline with Python and DVC

Reproducible Machine Learning and Experiment Tracking Pipeline with Python and DVC

Venelin Valkov via YouTube Direct link

Start the first Machine Learning experiment - use Linear Regression

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Start the first Machine Learning experiment - use Linear Regression

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Reproducible Machine Learning and Experiment Tracking Pipeline with Python and DVC

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  1. 1 What is DVC?
  2. 2 Overview of the dataset we're going to use
  3. 3 Start the first Machine Learning experiment - use Linear Regression
  4. 4 Add DVC to the project
  5. 5 Add second experiment to the project - use Random Forest
  6. 6 Compare metrics from both experiments

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