Advanced Model Deployment with Seldon Deploy - Workshop Session
MLOps World: Machine Learning in Production via YouTube
Overview
Dive into advanced model deployment techniques with Seldon Deploy in this comprehensive workshop session. Explore a subset of an e-commerce dataset detailing actual purchases from approximately 4000 customers over a one-year period. Learn to train multiple models on pre-processed data and deploy trained model artifacts using Seldon Deploy. Gain hands-on experience in training an anchor tabular model and an outlier detector from Seldon Alibi. Master the process of updating Seldon Deployments with explainers and outlier detectors. Led by Tom Farrand, Lead Solutions Engineer at Seldon, and Sean Greaves, Sales Engineer at Seldon, this 1-hour and 4-minute session equips you with practical skills in creating, deploying, monitoring, and managing machine learning models for customer segmentation.
Syllabus
Workshop Sessions: Advanced Model Deployment with Seldon Deploy
Taught by
MLOps World: Machine Learning in Production