Training the Model Was Only 20% of the Job: Lessons from Building an MLOps Platform
Two articles discuss MLOps, focusing on the practical aspects beyond initial model training. The first article emphasizes that building an MLOps platform is a significant undertaking, with training the model being only a fraction of the overall job. The second article provides a beginner's guide to MLOps, covering essential components like versioning, deployment, monitoring, and drift detection. AI
IMPACT These articles offer practical guidance for implementing and managing machine learning models in production environments.