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