Can I read Best Practices for ML Pipelines on EtoBox?
Best Practices for ML Pipelines by Mirjan Ali Sha is a document available to read on EtoBox.
What is Best Practices for ML Pipelines about?
The document outlines essential best practices for data scientists regarding ML pipelines, emphasizing the importance of library versioning, model monitoring, and data drift monitoring. It advises on pinning library versions to avoid reproducibility issues, tracking model performance post-deployment, and using methods to detect data drift. Tools like Evidently, Neptune, and Weights & Biases are suggested for monitoring and debugging model performance.
- Author
- Mirjan Ali Sha
- Language
- EN