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Module Overview

Learning Guides

6.1 Production Deployment

CAIEP - 6.1.1 REST APIs and Microservices

CAIEP - 6.1.2 Containerization

6.2 CI/CD for ML

CAIEP - 6.2.1 Pipelines for Model Training and Testing

CAIEP - 6.2.2 Model Versioning

6.3 Monitoring & Maintenance

CAIEP - 6.3.1 Automation for Retraining and Scaling

CAIEP - 6.3.2 Model Monitoring: Performance and Drift

CAIEP - 6.4 Cloud and On-Premises Implementation

Recap Video

Module 6 - Recap Video

Applied Activities

Activities

Reflection Prompts

GitHub Instructions

GH CAiEP 6.1.1

Quiz

Quiz CAiEP 6.1

Quiz CAiEP 6.2

Quiz CAiEP 6.3

Quiz CAiEP 6.4

Quiz CAiEP 6.5

Quiz CAiEP 6.6

Quiz CAiEP 6.7

Quiz CAiEP 6.8

$ (USD)

Module 6: Model Deployment & MLOps

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