Practitioners Guide to MLOps: A Framework For Continuous Delivery and Automation of Machine Learning

Gain an overview of the machine learning operations (MLOps) life cycle, processes, and capabilities. Explore the MLOps life cycle: from continuous training pipelines to model deployment and performance monitoring of ML models.

Download this white paper from Google to learn:

• The MLOps life cycle and important processes and capabilities for successful ML-based systems
• Orchestrating and automating the execution of continuous training pipelines
• Model deployment and prediction serving
• Dataset and feature management
• Model management and governance