Architecting Production ML Systems

[Video] - Architecting ML systems - Dec 13, 2022

[Video] - Data extraction, analysis, and preparation - Dec 13, 2022

[Video] - Model training, evaluation, and validation - Dec 13, 2022

[Video] - Trained model, prediction service, and performance monitoring - Dec 13, 2022

[Video] - Training design decisions - Dec 13, 2022

[Video] - Serving design decisions - Dec 13, 2022

[Video] - Designing from scratch - Dec 13, 2022

[Video] - Using Vertex AI - Dec 13, 2022

[Video] - Lab introduction: Structured data prediction - Dec 13, 2022

[Lab] - Structured data prediction using Vertex AI Platform

• train_deploy - lab