Machine learning design patterns : solutions to common challenges in data preparation, model building, and MLOps /
Lakshmanan, Valliappa,author.
Robinson, Sara,author.
Munn, Michael,author.
Includes index.
The need for machine learning design patterns -- Data representation design patterns -- Problem representation design patterns -- Model training patterns -- Design patterns for resilient serving -- Reproducibility design patterns -- Responsible AI -- Connected patterns.
Machine learning.
Big data.
Big data.
Machine learning.