Introduction to Machine Learning Engineering for Production (MLOps)
Tetris
Thursday 18 July, 10:00 - 10:45
Gain an overview of the machine learning operations (MLOps) life cycle, processes, and capabilities. Understand concrete details about running a continuous training pipeline, deploying a model, and monitoring predictive performance of ML models.
In this session, you will 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
Join me for an insightful exploration into building ML-enabled systems, gaining a holistic understanding of the MLOps lifecycle.