Deploying and Managing Machine Learning Models at Scale - A Hands-On Workshop
MLOps World: Machine Learning in Production via YouTube
Overview
Participate in a hands-on workshop focused on deploying and managing machine learning models at scale using Seldon. Led by Josh Goldstein, Solutions Engineer at Seldon, this 48-minute session addresses key challenges organizations face when scaling up ML deployment and provides practical solutions. Gain valuable insights into creating, deploying, monitoring, and managing ML models through a real-life use case. Learn essential techniques for minimizing risks associated with large-scale ML deployments. Engage in practical tasks, including training models on pre-processed datasets, deploying model artifacts with Seldon Deploy, and utilizing explainers and outlier detection to gain deeper insights into model decisioning. This workshop, presented at MLOps World: Machine Learning in Production, offers a unique opportunity to acquire hands-on experience and understanding of ML deployment at scale.
Syllabus
Deploying and Managing Machine Learning Models at Scale: A Hands-On Workshop with Seldon
Taught by
MLOps World: Machine Learning in Production