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Advanced Model Deployment with Seldon Deploy - Workshop Session

Offered By: MLOps World: Machine Learning in Production via YouTube

Tags

Machine Learning Courses E-commerce Courses MLOps Courses Customer Segmentation Courses Model Deployment Courses Outlier Detection Courses Explainable AI Courses

Course Description

Overview

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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

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